diff --git a/.github/ISSUE_TEMPLATE/bug.md b/.github/ISSUE_TEMPLATE/bug.md
deleted file mode 100644
index 1b2269df5..000000000
--- a/.github/ISSUE_TEMPLATE/bug.md
+++ /dev/null
@@ -1,36 +0,0 @@
----
-name: Bug report
-about: Create a report to help us improve
-
----
-
-<!--- Provide a general summary of the issue in the Title above -->
-
-## Context
-<!--- Provide a more detailed introduction to the issue itself, and why you consider it to be a bug -->
-
-## Expected Behavior
-<!--- Tell us what should happen -->
-
-## Actual Behavior
-<!--- Tell us what happens instead -->
-
-## Possible Fix
-<!--- Not obligatory, but suggest a fix or reason for the bug -->
-
-## Steps to Reproduce
-<!--- Provide a link to a live example, or an unambiguous set of steps to -->
-<!--- reproduce this bug include code to reproduce, if relevant -->
-1.
-2.
-3.
-4.
-
-## Context
-<!--- How has this bug affected you? What were you trying to accomplish? -->
-
-## Your Environment
-<!--- Include as many relevant details about the environment you experienced the bug in -->
-* Version used:
-* Machine (Jenny (PC number), C069-workstation, your laptop):
-* Link to your project:
diff --git a/.github/PULL_REQUEST_TEMPLATE/documentation.md b/.github/PULL_REQUEST_TEMPLATE/documentation.md
deleted file mode 100644
index 2e80a3abc..000000000
--- a/.github/PULL_REQUEST_TEMPLATE/documentation.md
+++ /dev/null
@@ -1,23 +0,0 @@
----
-name: Documentation
-about: Adding or improving documentation
----
-
-# Description
-<!-- Briefly describe what this MR is about, where the changes occurred-->
-
-## What is being documented?
-<!-- List whatever you have documented, feel free to add things that are not included in this list -->
-- [ ] Package functionality
-- [ ] Code comments
-- [ ] Dependencies
-- [ ] How to run a component
-
-# Motivation
-<!-- Why was the update necessary -->
-
-# Undocumented
-<!-- List any things that were not covered by your changes and may still need to be documented -->
-
-# Checklist
-- [ ] I have updated the CHANGELOG.rst file
diff --git a/.github/PULL_REQUEST_TEMPLATE/feature.md b/.github/PULL_REQUEST_TEMPLATE/feature.md
deleted file mode 100644
index c8f25ae6c..000000000
--- a/.github/PULL_REQUEST_TEMPLATE/feature.md
+++ /dev/null
@@ -1,40 +0,0 @@
----
-name: New feature
-about: Adding a new feature
----
-
-<!--- Provide a general summary of your changes in the Title above -->
-
-## Description
-<!--- Describe your changes in detail -->
-
-## Motivation and Context
-<!--- Why is this change required? What problem does it solve? -->
-<!--- If it fixes an open issue, please link to the issue here. -->
-
-## How Has This Been Tested?
-<!--- Please describe in detail how you tested your changes. -->
-<!--- Include details of your testing environment, and the tests you ran to -->
-<!--- see how your change affects other areas of the code, etc. -->
-
-## Screenshots (if appropriate):
-
-
-## Types of changes
-<!--- What types of changes does your code introduce? Put an `x` in all the boxes that apply: -->
-- [ ] New feature (non-breaking change which adds functionality)
-- [ ] Breaking change (fix or feature that would cause existing functionality to change)
-
-## Functionalities included
-- [ ] Robot independent (mcr_package)
-- [ ] atHome specific (mdr_package)
-
-## Checklist:
-<!--- Go over all the following points, and put an `x` in all the boxes that apply. -->
-<!--- If you're unsure about any of these, don't hesitate to ask. We're here to help! -->
-- [ ] I have updated the documentation accordingly.
-- [ ] I have updated the `package.xml` with the correct dependencies.
-- [ ] I have updated the CHANGELOG.rst file
-- [ ] My code follows the code style of this project.
-- [ ] I have added tests to cover my changes.
-- [ ] All new and existing tests passed.
diff --git a/.github/PULL_REQUEST_TEMPLATE/fix.md b/.github/PULL_REQUEST_TEMPLATE/fix.md
deleted file mode 100644
index 20544fb47..000000000
--- a/.github/PULL_REQUEST_TEMPLATE/fix.md
+++ /dev/null
@@ -1,36 +0,0 @@
----
-name: Bug fix
-about: Fixing a bug
-
----
-
-<!--- Provide a general summary of your changes in the Title above -->
-
-## Description
-<!--- Describe your changes in detail -->
-
-## Motivation and Context
-<!--- Why is this change required? What problem does it solve? -->
-<!--- If it fixes an open issue, please link to the issue here. -->
-
-## How Has This Been Tested?
-<!--- Please describe in detail how you tested your changes. -->
-<!--- Include details of your testing environment, and the tests you ran to -->
-<!--- see how your change affects other areas of the code, etc. -->
-
-## Screenshots (if appropriate):
-
-## Types of changes
-<!--- What types of changes does your code introduce? Put an `x` in all the boxes that apply: -->
-- [ ] Bug fix (non-breaking change which fixes an issue)
-- [ ] Breaking change (fix or feature that would cause existing functionality to change)
-
-## Checklist:
-<!--- Go over all the following points, and put an `x` in all the boxes that apply. -->
-<!--- If you're unsure about any of these, don't hesitate to ask. We're here to help! -->
-- [ ] My code follows the code style of this project.
-- [ ] My change requires a change to the documentation.
-- [ ] I have updated the documentation accordingly.
-- [ ] I have updated the CHANGELOG.rst file
-- [ ] I have added tests to cover my changes.
-- [ ] All new and existing tests passed.
diff --git a/.github/PULL_REQUEST_TEMPLATE/refactoring.md b/.github/PULL_REQUEST_TEMPLATE/refactoring.md
deleted file mode 100644
index 2ef83c469..000000000
--- a/.github/PULL_REQUEST_TEMPLATE/refactoring.md
+++ /dev/null
@@ -1,55 +0,0 @@
----
-name: Refactoring
-about: Refactoring packages
----
-
-# Description
-<!-- Briefly describe what this MR is about, where the changes occurred-->
-
-## What is being refactored?
-<!-- List whatever you have documented, feel free to add things that are not included in this list -->
-- [ ] Code
-- [ ] Package organization
-- [ ] (Other -- please add the options)
-
-# Motivation
-<!-- Why was the update necessary -->
-
-# Organization
-<!-- If components are being moved, please list them below. You can use the command tree for that -->
-
-## Current
-
-```
-.
-├── mcr_example
-│   ├── CMakeLists.txt
-│   └── package.xml
-└── mcr_some_package
-    ├── CMakeLists.txt
-    ├── package.xml
-    └── ros
-        ├── launch
-        │   └── some_package.launch
-        └── src
-            └── some_package_node.cpp
-```
-## Proposed
-```
-.
-├── mcr_example
-│   ├── CMakeLists.txt
-│   └── package.xml
-└── mcr_some_package
-    ├── CMakeLists.txt
-    ├── package.xml
-    └── ros
-        ├── launch
-        │   └── some_package.launch
-        └── src
-            └── some_package_node.cpp
-
-```
-
-# Checklist
-- [ ] I have updated the CHANGELOG.rst file
diff --git a/.gitignore b/.gitignore
index f074fc7fa..3cc9f012e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,3 +16,6 @@ mongod.lock
 local.0
 local.ns
 message_store.*
+
+# Kaldi models
+/mdr_speech/mdr_speech_recognition/config/models/*
diff --git a/.travis.yml b/.travis.yml
index 9142016d4..9783fb036 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -29,7 +29,8 @@ jobs:
     - stage: build
       script:
         - docker-compose build travis
-    - stage: build
+    - stage: test
+      if: fork = false
       name: "Sonarcloud.io"
       script:
         - sonar-scanner
@@ -40,7 +41,7 @@ jobs:
         - echo "$DOCKER_PASSWORD" | docker login --username "$DOCKER_USERNAME" --password-stdin
         - docker build -t $CONTAINER_RELEASE_IMAGE .
         - docker images
-        - docker push $CONTAINER_RELEASE_IMAGE
+        - travis_wait docker push $CONTAINER_RELEASE_IMAGE
 
 notifications:
   slack:
diff --git a/docs/images/repo_dependency_diagram.png b/docs/images/repo_dependency_diagram.png
index 6bcfb52c1..f04e48024 100644
Binary files a/docs/images/repo_dependency_diagram.png and b/docs/images/repo_dependency_diagram.png differ
diff --git a/mas-domestic.rosinstall b/mas-domestic.rosinstall
index c42922e0f..bb6a3f0d1 100644
--- a/mas-domestic.rosinstall
+++ b/mas-domestic.rosinstall
@@ -42,6 +42,10 @@
     local-name: ftsm
     uri: https://github.com/b-it-bots/ftsm.git
     version: master
+- git:
+    local-name: topological_map
+    uri: https://github.com/b-it-bots/topological_map.git
+    version: master
 
 - git:
     local-name: zbar_ros
@@ -77,3 +81,8 @@
     local-name: kdl_parser
     uri: https://github.com/ros/kdl_parser.git
     version: kinetic-devel
+
+- git:
+    local-name: ros_dmp
+    uri: https://github.com/b-it-bots/ros_dmp.git
+    version: master
diff --git a/mdr_environments/README.md b/mdr_environments/README.md
new file mode 100644
index 000000000..db0f7fdfb
--- /dev/null
+++ b/mdr_environments/README.md
@@ -0,0 +1,8 @@
+# mdr_environments
+
+This package contains the occupancy grids for the following environments:
+* `brsu-c069` - @Home lab at the Hochschule Bonn-Rhein-Sieg
+* `go-arena` - German Open Arena as mapped in 2019
+* `hbrs-ground-floor-cartographer`- Map of the ground floor of the Buildings A, B and C in the Sankt Augustin Campus of the Hochschule Bonn-Rhein-Sieg, created with cartographer.
+* `hbrs-ground-floor-gmapping` - Map of the ground floor of the Buildings A, B and C in the Sankt Augustin Campus of the Hochschule Bonn-Rhein-Sieg, created with gmapping.
+* `rheinbach` - Map of Building B in the Rheinbach campus of the Hochschule Bonn-Rhein-Sieg, created for Tag der Forschung in 2019
diff --git a/mdr_environments/brsu-c069/navigation_goals.yaml b/mdr_environments/brsu-c069/navigation_goals.yaml
index 963ce3f32..219dccccf 100644
--- a/mdr_environments/brsu-c069/navigation_goals.yaml
+++ b/mdr_environments/brsu-c069/navigation_goals.yaml
@@ -1,14 +1,14 @@
-#[x,y,theta]
-
-exit: [0.0, 0.0, 0.0]
-charge: [0.0, 0.0, 0.0]
-
-kitchen: [4.116, -2.075, 0.115]
-living_room: [1.294, -0.655, 1.674]
-dinner_table: [1.564, 0.416, -1.497]
-couch_table: [1.223, -2.640, 0.056]
-
-# poses for introduction
-second_intro: [0.205, 0.486, 0.488]
-
-home: [1.294, -0.655, 1.674]
+# pose_name: [x,y,theta]
+
+kitchen: [-2.812322, -2.391720, 1.523404]
+inspection_area: [1.736851, -1.852319, -0.007200]
+living_room: [-2.602834, 0.447194, -0.141166]
+table: [0.202, -0.065, -0.029990]
+cupboard: [3.439431, -1.850106, -0.078829]
+shelf: [5.296342, -3.869892, -1.584282]
+second_door: [7.649597, -3.926382, -1.710213]
+second_door_outside: [7.491672, -5.544887, 1.502231]
+observation_pose: [-0.386269, -0.149052, -0.013196]
+trash_can: [-1.991786, -3.080515, -1.644647]
+shelf_cupboard: [4.372, -3.300, 3.113]
+trash_bin1: [6.55, -3.75, -0.00277]
diff --git a/mdr_environments/go-arena/map.pgm b/mdr_environments/go-arena/map.pgm
new file mode 100644
index 000000000..548cfc11d
--- /dev/null
+++ b/mdr_environments/go-arena/map.pgm
@@ -0,0 +1,6 @@
+P5
+# CREATOR: GIMP PNM Filter Version 1.1
+2048 2048
+255
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\ No newline at end of file
diff --git a/mdr_environments/go-arena/map.yaml b/mdr_environments/go-arena/map.yaml
new file mode 100644
index 000000000..6c2587caa
--- /dev/null
+++ b/mdr_environments/go-arena/map.yaml
@@ -0,0 +1,7 @@
+image: map.pgm
+resolution: 0.050000
+origin: [-51.224998, -51.224998, 0.000000]
+negate: 0
+occupied_thresh: 0.65
+free_thresh: 0.196
+
diff --git a/mdr_environments/go-arena/navigation_goals.yaml b/mdr_environments/go-arena/navigation_goals.yaml
new file mode 100644
index 000000000..b13b2723f
--- /dev/null
+++ b/mdr_environments/go-arena/navigation_goals.yaml
@@ -0,0 +1,120 @@
+bed:
+  - 4.30513
+  - -4.279185
+  - -1.051442
+inside_arena:
+  - 4.019433
+  - -2.043573
+  - -2.651636
+kitchen:
+  - -1.652011
+  - -6.342187
+  - -1.099025
+outside_arena:
+  - -4.457571
+  - -0.05934405
+  - 2.034444
+kitchen_table_right:
+  - -0.9037232
+  - -8.641444
+  - 2.065464
+kitchen_table_front:
+  - 0.2742174
+  - -6.80092
+  - -2.604696
+kitchen_cabinet:
+  - 0.7235541
+  - -7.542412
+  - -1.104489
+find_people:
+  - -0.320346
+  - -3.460586
+  - 3.00374
+right_armchair:
+  - -3.789047
+  - -3.360115
+  - -2.616891
+tv_table:
+  - -2.29401
+  - -0.5987632
+  - 0.4856576
+bar_table:
+  - 0.1259053
+  - 0.3225024
+  - 2.626839
+desk:
+  - 3.031386
+  - -6.142125
+  - -1.065139
+high_table:
+  - -3.612018
+  - -5.00376
+  - -1.828644
+bar:
+  - 1.054396
+  - -0.9377503
+  - 1.585289
+inspection_area:
+  - -1.536159
+  - -3.74556
+  - 2.088064
+livingroom:
+  - -1.745905
+  - -3.594855
+  - 2.841857
+side_table:
+  - 4.682122
+  - -4.174587
+  - 0.4781403
+kitchen_table_back:
+  - -2.715386
+  - -8.625648
+  - 0.5247045
+bedroom:
+  - 2.38169
+  - -5.25634
+  - -0.1241464
+left_armchair:
+  - -3.458107
+  - -3.187092
+  - 1.841441
+coffee_table_left:
+  - -4.295843
+  - -1.556026
+  - -1.716217
+coffee_table_front:
+  - -4.00686
+  - -3.047848
+  - 2.429445
+bookcase:
+  - 0.04338479
+  - -3.72513
+  - -1.065139
+sideboard:
+  - -1.365344
+  - -2.700144
+  - 0.471772
+second_door:
+  - -4.023154
+  - -1.022106
+  - 2.03444
+entry:
+  - 4.786344
+  - -1.606301
+  - -2.590502
+sofa:
+  - 1.3452
+  - 0.7607408
+  - 0.9141445
+cupboard:
+  - 2.426733
+  - -0.4882817
+  - 0.4856612
+hallway:
+  - 2.075034
+  - -2.545136
+  - -2.684174
+kitchen_table_left:
+  - -1.9157
+  - -6.802622
+  - -1.058688
diff --git a/mdr_environments/launch/rviz.launch b/mdr_environments/launch/rviz.launch
new file mode 100644
index 000000000..7d48e2ae5
--- /dev/null
+++ b/mdr_environments/launch/rviz.launch
@@ -0,0 +1,16 @@
+<?xml version="1.0"?>
+<launch>
+    <arg name="robot_env" default="$(optenv ROBOT_ENV !!NO_ROBOT_ENV_SET!!)" />
+    <arg name="map" default="$(find mdr_environments)/$(arg robot_env)/map.yaml" />
+
+    <!-- map server -->
+    <node name="map_server" pkg="map_server" type="map_server" args="$(arg map)"/>
+
+    <!-- Visualize the navigation goals -->
+    <node pkg="mas_navigation_tools" name="pose_visualiser" type="pose_visualiser" output="screen">
+        <param name="pose_frame" value="map" />
+        <param name="pose_description_file" value="$(find mdr_environments)/$(arg robot_env)/navigation_goals.yaml" />
+    </node>
+
+
+</launch>
diff --git a/mdr_environments/package.xml b/mdr_environments/package.xml
index 6db88a009..3ad4721b5 100644
--- a/mdr_environments/package.xml
+++ b/mdr_environments/package.xml
@@ -12,6 +12,8 @@
 
 
   <buildtool_depend>catkin</buildtool_depend>
+  <build_depend>mas_navigation_tools</build_depend>
+
   <test_depend>roslaunch</test_depend>
 
 </package>
diff --git a/mdr_environments/rheinbach/map.pgm b/mdr_environments/rheinbach/map.pgm
new file mode 100644
index 000000000..d2c613fc3
--- /dev/null
+++ b/mdr_environments/rheinbach/map.pgm
@@ -0,0 +1,5 @@
+P5
+# CREATOR: map_saver.cpp 0.050 m/pix
+2048 2048
+255
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ÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍÍ
\ No newline at end of file
diff --git a/mdr_environments/rheinbach/map.yaml b/mdr_environments/rheinbach/map.yaml
new file mode 100644
index 000000000..6c2587caa
--- /dev/null
+++ b/mdr_environments/rheinbach/map.yaml
@@ -0,0 +1,7 @@
+image: map.pgm
+resolution: 0.050000
+origin: [-51.224998, -51.224998, 0.000000]
+negate: 0
+occupied_thresh: 0.65
+free_thresh: 0.196
+
diff --git a/mdr_environments/rheinbach/navigation_goals.yaml b/mdr_environments/rheinbach/navigation_goals.yaml
new file mode 100644
index 000000000..84c88aefb
--- /dev/null
+++ b/mdr_environments/rheinbach/navigation_goals.yaml
@@ -0,0 +1,36 @@
+entrance:
+  - -5.580067
+  - 17.33464
+  - 2.9797
+booth:
+  - 3.073195
+  - 1.848558
+  - 1.575188
+placing_table:
+  - -0.2367148
+  - -0.4022798
+  - -2.471963
+staircase:
+  - -0.7695603
+  - 12.30903
+  - 2.609567
+h1:
+  - 5.497872
+  - 9.701932
+  - 0.09035287
+test:
+  - -3.402089
+  - 10.79771
+  - -1.947286
+picking_table:
+  - 0.1512768
+  - 0.3486245
+  - -0.07875043
+h5:
+  - 0.02695501
+  - 7.02618
+  - -3.125391
+catering:
+  - 4.951392
+  - 4.348834
+  - 0.1132986
diff --git a/mdr_hri/mdr_mbot_interface/package.xml b/mdr_hri/mdr_mbot_interface/package.xml
index 0028a09fc..659c4d308 100644
--- a/mdr_hri/mdr_mbot_interface/package.xml
+++ b/mdr_hri/mdr_mbot_interface/package.xml
@@ -4,50 +4,10 @@
   <version>0.0.0</version>
   <description>The mdr_mbot_interface package</description>
 
-  <!-- One maintainer tag required, multiple allowed, one person per tag -->
-  <!-- Example:  -->
-  <!-- <maintainer email="jane.doe@example.com">Jane Doe</maintainer> -->
-  <maintainer email="lucy@todo.todo">lucy</maintainer>
+  <maintainer email="robotics@inf.h-brs.de">MAS robotics</maintainer>
 
+  <license>GPLv3</license>
 
-  <!-- One license tag required, multiple allowed, one license per tag -->
-  <!-- Commonly used license strings: -->
-  <!--   BSD, MIT, Boost Software License, GPLv2, GPLv3, LGPLv2.1, LGPLv3 -->
-  <license>TODO</license>
-
-
-  <!-- Url tags are optional, but multiple are allowed, one per tag -->
-  <!-- Optional attribute type can be: website, bugtracker, or repository -->
-  <!-- Example: -->
-  <!-- <url type="website">http://wiki.ros.org/mdr_mbot_interface</url> -->
-
-
-  <!-- Author tags are optional, multiple are allowed, one per tag -->
-  <!-- Authors do not have to be maintainers, but could be -->
-  <!-- Example: -->
-  <!-- <author email="jane.doe@example.com">Jane Doe</author> -->
-
-
-  <!-- The *depend tags are used to specify dependencies -->
-  <!-- Dependencies can be catkin packages or system dependencies -->
-  <!-- Examples: -->
-  <!-- Use depend as a shortcut for packages that are both build and exec dependencies -->
-  <!--   <depend>roscpp</depend> -->
-  <!--   Note that this is equivalent to the following: -->
-  <!--   <build_depend>roscpp</build_depend> -->
-  <!--   <exec_depend>roscpp</exec_depend> -->
-  <!-- Use build_depend for packages you need at compile time: -->
-  <!--   <build_depend>message_generation</build_depend> -->
-  <!-- Use build_export_depend for packages you need in order to build against this package: -->
-  <!--   <build_export_depend>message_generation</build_export_depend> -->
-  <!-- Use buildtool_depend for build tool packages: -->
-  <!--   <buildtool_depend>catkin</buildtool_depend> -->
-  <!-- Use exec_depend for packages you need at runtime: -->
-  <!--   <exec_depend>message_runtime</exec_depend> -->
-  <!-- Use test_depend for packages you need only for testing: -->
-  <!--   <test_depend>gtest</test_depend> -->
-  <!-- Use doc_depend for packages you need only for building documentation: -->
-  <!--   <doc_depend>doxygen</doc_depend> -->
   <buildtool_depend>catkin</buildtool_depend>
   <build_depend>rospy</build_depend>
   <build_depend>std_msgs</build_depend>
@@ -56,10 +16,5 @@
   <exec_depend>rospy</exec_depend>
   <exec_depend>std_msgs</exec_depend>
 
-
-  <!-- The export tag contains other, unspecified, tags -->
-  <export>
-    <!-- Other tools can request additional information be placed here -->
-
-  </export>
+  <export></export>
 </package>
diff --git a/mdr_hri/mdr_mbot_interface/ros/src/mdr_mbot_interface/mbot_planner.py b/mdr_hri/mdr_mbot_interface/ros/src/mdr_mbot_interface/mbot_planner.py
index 2d4075998..abc3805a3 100644
--- a/mdr_hri/mdr_mbot_interface/ros/src/mdr_mbot_interface/mbot_planner.py
+++ b/mdr_hri/mdr_mbot_interface/ros/src/mdr_mbot_interface/mbot_planner.py
@@ -1,12 +1,9 @@
 #!/usr/bin/env python
 
 import rospy
-import copy
-import rospkg
-from std_msgs.msg import String
 import diagnostic_msgs.msg as diag_msgs
 import rosplan_dispatch_msgs.msg as plan_dispatch_msgs
-from mbot_nlu.msg import Slot, ActionSlot, ActionSlotArray
+from mbot_nlu.msg import Slot, ActionSlotArray
 
 class MbotPlanner(object):
     '''
diff --git a/mdr_hri/mdr_mbot_logger/CMakeLists.txt b/mdr_hri/mdr_mbot_logger/CMakeLists.txt
new file mode 100644
index 000000000..9280535a9
--- /dev/null
+++ b/mdr_hri/mdr_mbot_logger/CMakeLists.txt
@@ -0,0 +1,14 @@
+cmake_minimum_required(VERSION 2.8.3)
+project(mdr_mbot_logger) 
+
+find_package(catkin REQUIRED COMPONENTS
+  rospy
+  std_msgs
+)
+
+catkin_python_setup()
+
+catkin_package(
+  CATKIN_DEPENDS
+)
+
diff --git a/mdr_hri/mdr_mbot_logger/package.xml b/mdr_hri/mdr_mbot_logger/package.xml
new file mode 100644
index 000000000..00dc974f7
--- /dev/null
+++ b/mdr_hri/mdr_mbot_logger/package.xml
@@ -0,0 +1,20 @@
+<?xml version="1.0"?>
+<package format="2">
+  <name>mdr_mbot_logger</name>
+  <version>0.0.0</version>
+  <description>Package used to log sentences recognized by the speech_recognizer and the interpretation generated by Mbot.</description>
+
+  <maintainer email="robotics@inf.h-brs.de">MAS robotics</maintainer>
+
+  <license>GPLv3</license>
+
+  <buildtool_depend>catkin</buildtool_depend>
+  <build_depend>rospy</build_depend>
+  <build_depend>std_msgs</build_depend>
+  <build_export_depend>rospy</build_export_depend>
+  <build_export_depend>std_msgs</build_export_depend>
+  <exec_depend>rospy</exec_depend>
+  <exec_depend>std_msgs</exec_depend>
+
+  <export></export>
+</package>
diff --git a/mdr_hri/mdr_mbot_logger/ros/launch/house_keeper_logger.launch b/mdr_hri/mdr_mbot_logger/ros/launch/house_keeper_logger.launch
new file mode 100644
index 000000000..a320aeed4
--- /dev/null
+++ b/mdr_hri/mdr_mbot_logger/ros/launch/house_keeper_logger.launch
@@ -0,0 +1,14 @@
+<?xml version="1.0"?>
+<launch>
+     
+    <!--Launch mbot_logger -->
+    <include file="$(find mdr_mbot_logger)/ros/launch/mbot_logger.launch"> </include>
+
+    <!--Launch speech recognition -->
+    <include file="$(find mdr_speech_recognition)/ros/launch/speech_recognition.launch"> </include>
+
+    <!--Launch mbot -->
+    <include file="$(find mbot_nlu)/ros/launch/mbot_nlu.launch">
+        <arg name="nlu_classifier" value="erick_gpsr" />
+    </include>
+</launch>
diff --git a/mdr_hri/mdr_mbot_logger/ros/launch/mbot_logger.launch b/mdr_hri/mdr_mbot_logger/ros/launch/mbot_logger.launch
new file mode 100644
index 000000000..c547ede2e
--- /dev/null
+++ b/mdr_hri/mdr_mbot_logger/ros/launch/mbot_logger.launch
@@ -0,0 +1,20 @@
+<?xml version="1.0"?>
+<launch>
+    <!-- NLU : Natural Language understanding -->
+    <arg name="ns" default="hri"/>
+
+    <!-- the string containing the sentence from which the intention and args will get extracted -->
+    <arg name="intention_input" default="/understood_intention" />
+
+    <arg name="recognized_sentence" default="/speech_recognizer" />
+    
+    <!-- mbot natural language understanding, inputs text, outputs intention and arguments -->
+    <node ns="$(arg ns)" pkg="mdr_mbot_logger" type="mbot_logger" name="mdr_mbot_logger" respawn="true" output="screen">
+        <remap from="~input_interpretation" to="$(arg intention_input)" />
+        <remap from="~input_sentence" to="$(arg recognized_sentence)" />
+        <param name="log_file" type="str" value='$(find mdr_mbot_logger)/ros/logs/nlu_logger.txt' />
+    </node>
+
+</launch>
+
+
diff --git a/mdr_hri/mdr_mbot_logger/ros/scripts/mbot_logger b/mdr_hri/mdr_mbot_logger/ros/scripts/mbot_logger
new file mode 100755
index 000000000..53f4fb3a1
--- /dev/null
+++ b/mdr_hri/mdr_mbot_logger/ros/scripts/mbot_logger
@@ -0,0 +1,10 @@
+#!/usr/bin/env python
+
+import rospy
+from mdr_mbot_logger.mbot_logger import MbotLogger
+
+if __name__ == '__main__':
+    rospy.init_node('mbot_logger', anonymous=False)
+    logger = MbotLogger()
+    logger.wait_for_information()
+
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action_ros/__init__.py b/mdr_hri/mdr_mbot_logger/ros/src/mdr_mbot_logger/__init__.py
similarity index 100%
rename from mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action_ros/__init__.py
rename to mdr_hri/mdr_mbot_logger/ros/src/mdr_mbot_logger/__init__.py
diff --git a/mdr_hri/mdr_mbot_logger/ros/src/mdr_mbot_logger/mbot_logger.py b/mdr_hri/mdr_mbot_logger/ros/src/mdr_mbot_logger/mbot_logger.py
new file mode 100644
index 000000000..94297df14
--- /dev/null
+++ b/mdr_hri/mdr_mbot_logger/ros/src/mdr_mbot_logger/mbot_logger.py
@@ -0,0 +1,66 @@
+#!/usr/bin/env python
+
+import rospy
+from std_msgs.msg import String
+from mbot_nlu.msg import ActionSlotArray
+import datetime
+import time
+
+class MbotLogger(object):
+    '''
+    Logger class that commands interpreted from mbot
+    '''
+    def __init__(self):
+        self.robot_name = rospy.get_param('~robot_name', '')
+
+        # Subscribe to the topic publishing the interpretation of the ocmmand
+        rospy.Subscriber('~input_interpretation',
+                         ActionSlotArray,
+                         self.interpretationCallback)
+
+        rospy.Subscriber('~input_sentence',
+                         String,
+                         self.sentenceCallback, queue_size=1)
+
+        # flag to indicate that a text was received and needs to be processed
+        self.interpretation_received = False
+        # to store the sentece that will be received in the callback
+        self.received_interpretation = None
+        file_path = rospy.get_param('~log_file')
+        self.logging_file = open(file_path, 'w')
+        self.recognized_sentence = None
+        # inform the user that the node has initialized
+        rospy.loginfo("Logger is ready to receive commands")
+
+    def sentenceCallback(self, msg):
+        print('Received sentence ')
+        print(msg.data)
+        received_sentence = msg.data
+        ts = time.time()
+        st = datetime.datetime.fromtimestamp(ts).strftime('%Y-%m-%d %H:%M:%S')
+        self.logging_file.write('--- Sentence received: --- \n')
+        self.logging_file.write('{} {} \n'.format(st, received_sentence))
+
+    def interpretationCallback(self, msg):
+        print('Received interpretation')
+        output_msg_list = []
+        self.logging_file.write('--- Interpretation received: --- \n')
+        ts = time.time()
+        st = datetime.datetime.fromtimestamp(ts).strftime('%Y-%m-%d %H:%M:%S')
+        output_msg_list.append(st)
+        for action in msg.sentence_recognition:
+            output_msg_list.append(action.intention)
+            for slot in action.slots:
+                output_msg_list.append(slot.type)
+                output_msg_list.append(slot.data)
+        output_msg = ' '.join(output_msg_list)
+        self.logging_file.write(output_msg + ' \n')
+        self.logging_file.write(' \n')
+        print(output_msg)
+
+    def wait_for_information(self):
+        while not rospy.is_shutdown():
+        # sleep to control the frequency of this node
+         rospy.sleep(0.1)
+        print('Saving log file ...')
+        self.logging_file.close()
diff --git a/mdr_hri/mdr_mbot_logger/setup.py b/mdr_hri/mdr_mbot_logger/setup.py
new file mode 100644
index 000000000..45a5631aa
--- /dev/null
+++ b/mdr_hri/mdr_mbot_logger/setup.py
@@ -0,0 +1,12 @@
+
+from distutils.core import setup
+from catkin_pkg.python_setup import generate_distutils_setup
+
+# for your packages to be recognized by python
+d = generate_distutils_setup(
+ packages=['mdr_mbot_logger'],
+ package_dir={'mdr_mbot_logger': 'ros/src/mdr_mbot_logger'}
+
+)
+
+setup(**d)
diff --git a/mdr_hri/mdr_sound_communication/ros/src/mdr_sound_communication/sound_communication.py b/mdr_hri/mdr_sound_communication/ros/src/mdr_sound_communication/sound_communication.py
index dc62b47f5..9f8cf42d3 100644
--- a/mdr_hri/mdr_sound_communication/ros/src/mdr_sound_communication/sound_communication.py
+++ b/mdr_hri/mdr_sound_communication/ros/src/mdr_sound_communication/sound_communication.py
@@ -2,7 +2,6 @@
 
 import pyaudio
 import wave
-import sys
 import yaml
 import rospy
 import rospkg
diff --git a/mdr_hri/mdr_speech_pose_saver/ros/src/mdr_speech_pose_saver/pose_saver.py b/mdr_hri/mdr_speech_pose_saver/ros/src/mdr_speech_pose_saver/pose_saver.py
index c2f911fc5..dc9d40b0e 100644
--- a/mdr_hri/mdr_speech_pose_saver/ros/src/mdr_speech_pose_saver/pose_saver.py
+++ b/mdr_hri/mdr_speech_pose_saver/ros/src/mdr_speech_pose_saver/pose_saver.py
@@ -1,5 +1,4 @@
 #!/usr/bin/env python
-import sys
 import rospy
 import tf
 
diff --git a/mdr_manipulation/mdr_simple_grasp_planner/ros/src/mdr_simple_grasp_planner/ros_interface.py b/mdr_manipulation/mdr_simple_grasp_planner/ros/src/mdr_simple_grasp_planner/ros_interface.py
index ff1714e84..2f1269c19 100644
--- a/mdr_manipulation/mdr_simple_grasp_planner/ros/src/mdr_simple_grasp_planner/ros_interface.py
+++ b/mdr_manipulation/mdr_simple_grasp_planner/ros/src/mdr_simple_grasp_planner/ros_interface.py
@@ -1,7 +1,6 @@
 import rospy
 import moveit_msgs.msg
 import std_msgs.msg
-import geometry_msgs.msg
 import grasp_planner
 
 class GraspPlannerRosInterface:
@@ -20,23 +19,23 @@ def __init__(self):
         self.state = self._STATE_CREATED
         self.next_grasp = 0
         self.grasps = None
-        
+
         rospy.loginfo('Grasp planner running')
 
 
     def event_in(self, msg):
         '''
         Handle an incoming event.
-        
+
         :param msg: The event type. Valid events are:
         e_reset: Reset the planner and re-plan.
         e_trigger: Trigger the planner to send out the next grasp.
         :type msg: std_msgs.msg.String
         '''
-        if (msg.data == 'e_reset'):
+        if msg.data == 'e_reset':
             self.state = self._STATE_RESET
-        elif (msg.data == 'e_trigger'):
-            if (self.state != self._STATE_CREATED):
+        elif msg.data == 'e_trigger':
+            if self.state != self._STATE_CREATED:
                 self.state = self._STATE_TRIGGERED
             else:
                 rospy.logerr('Grasp planner is not initialized yet')
@@ -60,9 +59,9 @@ def handle_request(self):
         '''
         self.grasp_publisher.publish(self.grasps[self.next_grasp])
         self.next_grasp += 1
-        
+
         # if all grasps have been processed inform the external components
-        if (self.next_grasp == len(self.grasps)):
+        if self.next_grasp == len(self.grasps):
             self.next_grasp = 0
             self.event_publisher.publish('e_done')
 
@@ -72,14 +71,14 @@ def step(self):
         Run one step of the state machine and execute the functionality
         associated with each state.
         '''
-        if (self.state == self._STATE_CREATED):
+        if self.state == self._STATE_CREATED:
             self.state = self._STATE_CREATED
-        elif (self.state == self._STATE_IDLE):
+        elif self.state == self._STATE_IDLE:
             self.state = self._STATE_IDLE
-        elif (self.state == self._STATE_RESET):
+        elif self.state == self._STATE_RESET:
             self.reset()
             self.state = self._STATE_IDLE
-        elif (self.state == self._STATE_TRIGGERED):
+        elif self.state == self._STATE_TRIGGERED:
             self.handle_request()
             self.state = self._STATE_IDLE
 
@@ -87,7 +86,6 @@ def step(self):
 def main():
     rospy.init_node('grasp_planner')
     planner = GraspPlannerRosInterface()
-    
-    while (not rospy.is_shutdown()):
+    while not rospy.is_shutdown():
         planner.step()
-        rospy.sleep(0.2)
\ No newline at end of file
+        rospy.sleep(0.2)
diff --git a/mdr_manipulation/mdr_simple_grasp_planner/ros/test/grasp_planner_test.py b/mdr_manipulation/mdr_simple_grasp_planner/ros/test/grasp_planner_test.py
index 9c4b3b853..b34232dde 100755
--- a/mdr_manipulation/mdr_simple_grasp_planner/ros/test/grasp_planner_test.py
+++ b/mdr_manipulation/mdr_simple_grasp_planner/ros/test/grasp_planner_test.py
@@ -13,10 +13,9 @@ class TestGraspPlanner(unittest.TestCase):
     def test_plan(self):
         planner = mdr_simple_grasp_planner.grasp_planner.GraspPlanner()
         grasps = planner.plan()
-        
         self.assertGreater(len(grasps), 0)
 
 
 if __name__ == '__main__':
     rospy.init_node('test_grasp_planner')
-    rostest.rosrun(PKG, 'test_grasp_planner', TestGraspPlanner)
\ No newline at end of file
+    rostest.rosrun(PKG, 'test_grasp_planner', TestGraspPlanner)
diff --git a/mdr_msgs/mdr_perception_msgs/CMakeLists.txt b/mdr_msgs/mdr_perception_msgs/CMakeLists.txt
index 1fadaf7b6..a42f1826c 100644
--- a/mdr_msgs/mdr_perception_msgs/CMakeLists.txt
+++ b/mdr_msgs/mdr_perception_msgs/CMakeLists.txt
@@ -51,7 +51,8 @@ std_msgs
 add_message_files(
   FILES
   FaceBoundingBox.msg
-#   Message2.msg
+  PersonInfo.msg
+  ObjectInfo.msg
 )
 
 ## Generate services in the 'srv' folder
@@ -106,7 +107,7 @@ generate_messages(
 catkin_package(
 #  INCLUDE_DIRS include
 #  LIBRARIES mdr_perception_msgs
-CATKIN_DEPENDS 
+CATKIN_DEPENDS
 message_runtime
 std_msgs
 #  DEPENDS system_lib
diff --git a/mdr_msgs/mdr_perception_msgs/msg/ObjectInfo.msg b/mdr_msgs/mdr_perception_msgs/msg/ObjectInfo.msg
new file mode 100644
index 000000000..876b5b6fe
--- /dev/null
+++ b/mdr_msgs/mdr_perception_msgs/msg/ObjectInfo.msg
@@ -0,0 +1,2 @@
+string name
+string location
diff --git a/mdr_msgs/mdr_perception_msgs/msg/PersonInfo.msg b/mdr_msgs/mdr_perception_msgs/msg/PersonInfo.msg
new file mode 100644
index 000000000..d5b170aed
--- /dev/null
+++ b/mdr_msgs/mdr_perception_msgs/msg/PersonInfo.msg
@@ -0,0 +1,4 @@
+string name
+string gender
+string location
+string clothes_colour
diff --git a/mdr_navigation/mdr_2dnav/ros/launch/nav_common.launch b/mdr_navigation/mdr_2dnav/ros/launch/nav_common.launch
index 25ee282ec..2fc85d585 100644
--- a/mdr_navigation/mdr_2dnav/ros/launch/nav_common.launch
+++ b/mdr_navigation/mdr_2dnav/ros/launch/nav_common.launch
@@ -9,7 +9,7 @@
     <node name="map_server" pkg="map_server" type="map_server" args="$(arg map)"/>
 
     <!-- visualize navigation goals -->
-    <include file="$(find mas_navigation_tools)/ros/launch/pose_visualizer.launch" />
+    <include file="$(find mas_navigation_tools)/ros/launch/pose_visualiser.launch" />
 
     <!-- particle filter localization -->
     <include file="$(find mdr_2dnav)/ros/launch/amcl.launch" />
diff --git a/mdr_planning/mdr_actions/README.md b/mdr_planning/mdr_actions/README.md
new file mode 100644
index 000000000..db576b1ad
--- /dev/null
+++ b/mdr_planning/mdr_actions/README.md
@@ -0,0 +1,68 @@
+# mdr_actions
+
+## Table of contents
+
+1. [Summary](#summary)
+2. [Organisation](#organisation)
+3. [Dependencies](#dependencies)
+4. [Existing actions](#existing-actions)
+    1. [mdr_manipulation_actions](#mdr_manipulation_actions)
+    2. [mdr_navigation_actions](#mdr_navigation_actions)
+    3. [mdr_perception_actions](#mdr_perception_actions)
+    4. [mdr_speech_actions](#mdr_speech_actions)
+
+## Summary
+
+The `mdr_actions` metapackage contains a collection of actions that can be composed for executing robot tasks.
+
+The following points apply to all actions in this metapackage:
+* Each action is implemented using a fault-tolerant state machine (the `ActionSMBase` in `mas_execution_manager`)
+* The action is exposed through an `actionlib` server
+* A dedicated action client allows invoking the action through a planning system such as `ROSPlan`; the action client also takes care of updating a robot's knowledge base after a successful execution
+
+## Organisation
+
+The metapackage is split into the following packages:
+* [`mdr_manipulation_actions`](mdr_manipulation_actions): Actions that primarily involve manipulating objects
+* [`mdr_navigation_actions`](mdr_navigation_actions): Actions for moving a robot around
+* [`mdr_perception_actions`](mdr_perception_actions): A set of actions for perceiving various aspects of a robot's environment
+* [`mdr_speech_actions`](mdr_speech_actions): A collection of actions for human-robot interaction through speech
+
+## Dependencies
+
+* `mas_knowledge_base`
+* `mas_execution_manager`
+* `mdr_rosplan_interface`
+
+## Existing actions
+
+### mdr_manipulation_actions
+
+* `mdr_move_arm_action`: A generic action for moving a robot's arm (under a single-arm assumption)
+* `mdr_pickup_action`: An action for picking an object from a specified pose
+* `mdr_place_action`: A counterpart to `mdr_pickup_action` that allows placing an object at a specified pose
+
+### mdr_navigation_actions
+
+* `mdr_enter_door_action`: Allows a robot to wait for a door to open and then enter the door
+* `mdr_follow_person`: (unmaintained) An action for following people around
+* `mdr_move_base_action`: A generic action for moving a robot's base; ensures that the manipulator is in a safe configuration before moving
+* `mdr_move_forward_action`: Moves a robot's base forward (or backward) with a given speed and for a specified amount of time
+* `mdr_turn_base_to_action`: Rotates a robot's base in place
+
+### mdr_perception_actions
+
+* `mdr_perceive_plane_action`: Detects planes in a robot's view and any objects on them
+* `mdr_detect_person`: Detects faces in a given image
+* `mdr_find_people`: Finds the poses of any people that a robot can see
+* `mdr_gender_recognition`: Recognises the gender of previously detected faces in an image
+* `mdr_recognize_emotion_action`: Recognises the emotions of previously detected faces in an image
+* `mdr_find_object_action`: (under development) Finds the location of a given object by combining navigation, perception and any previous knowledge about the object that a robot might have
+
+### mdr_speech_actions
+
+* `mdr_answer_action`: Provides an answer to a given question
+* `mdr_ask_action`: Asks a question corresponding to a given triggering phrase
+* `mdr_introduce_self_action`: A simple action for providing basic information about a robot
+* `mdr_listen_action`: An action using which a robot can wait for spoken input
+* `mdr_process_speech_command_action`: Processes a given robot speech command
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/CMakeLists.txt b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/CMakeLists.txt
index f1a7b26e9..61d211e0d 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/CMakeLists.txt
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/CMakeLists.txt
@@ -12,6 +12,7 @@ find_package(catkin REQUIRED COMPONENTS
   smach_ros
   geometry_msgs
   moveit_commander
+  ros_dmp
 )
 
 roslint_python()
@@ -38,6 +39,7 @@ catkin_package(
    smach_ros
    geometry_msgs
    moveit_commander
+   ros_dmp
 )
 
 include_directories(
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/README.md b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/README.md
index 2bfeaf331..516009c75 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/README.md
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/README.md
@@ -66,8 +66,7 @@ mdr_move_arm_action
           |____mdr_move_arm_action
                |    __init__.py
                |    action_states.py
-               |    dmp.py
-               |____roll_dmp.py
+               |____dmp.py
 ```
 
 ## Dependencies
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/config/dmp.yaml b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/config/dmp.yaml
new file mode 100644
index 000000000..b3a18dd7f
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/config/dmp.yaml
@@ -0,0 +1,9 @@
+time_step: 0.001
+goal_tolerance_m: 0.05
+feedforward_gain: 30
+feedback_gain: 10
+sigma_threshold_upper: 0.12
+sigma_threshold_lower: 0.07
+base_feedback_gain: 2.0
+use_whole_body_control: true
+linear_vel_limit: 0.05
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/package.xml b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/package.xml
index 2d57a486e..13e047030 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/package.xml
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/package.xml
@@ -21,6 +21,7 @@
   <build_depend>smach_ros</build_depend>
   <build_depend>geometry_msgs</build_depend>
   <build_depend>moveit_commander</build_depend>
+  <build_depend>ros_dmp</build_depend>
 
   <run_depend>rospy</run_depend>
   <run_depend>actionlib</run_depend>
@@ -30,6 +31,7 @@
   <run_depend>smach_ros</run_depend>
   <run_depend>geometry_msgs</run_depend>
   <run_depend>moveit_commander</run_depend>
+  <run_depend>ros_dmp</run_depend>
 
   <export></export>
 </package>
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/launch/move_arm.launch b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/launch/move_arm.launch
index e53111909..d3873a2f7 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/launch/move_arm.launch
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/launch/move_arm.launch
@@ -8,5 +8,6 @@
         <param name="arm_controller_sigma_values_topic" value="/arm_1/arm_controller/sigma_values" />
         <param name="path_topic" value="/dmp_executor/path" />
         <param name="move_base_server" value="move_base" />
+        <rosparam command="load" file="$(find mdr_move_arm_action)/config/dmp.yaml" />
     </node>
 </launch>
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/scripts/move_arm_action b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/scripts/move_arm_action
index 830a2e55f..d5783216b 100755
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/scripts/move_arm_action
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/scripts/move_arm_action
@@ -34,6 +34,8 @@ class MoveArmServer(object):
         self.action_sm.result = None
         self.action_sm.execution_requested = True
         while not self.action_sm.result:
+            if self.action_server.is_preempt_requested():
+                self.action_sm.preempted = True
             rospy.sleep(0.05)
         self.action_server.set_succeeded(self.action_sm.result)
 
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/scripts/move_arm_action_client_preemption_test b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/scripts/move_arm_action_client_preemption_test
new file mode 100755
index 000000000..596ec763b
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/scripts/move_arm_action_client_preemption_test
@@ -0,0 +1,43 @@
+#! /usr/bin/env python
+from __future__ import print_function
+from mas_tools.ros_utils import get_package_path
+
+import rospy
+import actionlib
+from geometry_msgs.msg import PoseStamped
+
+from mdr_move_arm_action.msg import MoveArmAction, MoveArmGoal
+
+if __name__ == '__main__':
+    rospy.init_node('move_arm_client_test')
+
+    client = actionlib.SimpleActionClient('/move_arm_server', MoveArmAction)
+    client.wait_for_server()
+
+    goal = MoveArmGoal()
+    goal.goal_type = MoveArmGoal.END_EFFECTOR_POSE
+    pose = PoseStamped()
+    pose.header.frame_id = 'base_link'
+
+    pose.pose.position.x = 0.45
+    pose.pose.position.y = 0.078
+    pose.pose.position.z = 0.8
+
+    pose.pose.orientation.x = 0.
+    pose.pose.orientation.y = 0.
+    pose.pose.orientation.z = 0.
+    pose.pose.orientation.w = 1.
+
+    goal.end_effector_pose = pose
+    goal.dmp_name = get_package_path('mdr_pickup_action', 'config',
+                                     'trajectory_weights', 'weights_table_grasp.yaml')
+    goal.dmp_tau = 30.
+
+    timeout = 5.
+    rospy.loginfo('Sending action lib goal to move_arm_server')
+    goal_handle = client.send_goal(goal)
+    rospy.sleep(timeout)
+
+    rospy.loginfo('Preempting action')
+    client.cancel_all_goals()
+    print(client.get_result())
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/action_states.py b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/action_states.py
index ad66ca749..229d56c63 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/action_states.py
@@ -1,4 +1,5 @@
 #!/usr/bin/python
+from threading import Thread
 import numpy as np
 
 import rospy
@@ -6,7 +7,7 @@
 
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
-from mdr_move_arm_action.msg import MoveArmGoal, MoveArmFeedback, MoveArmResult
+from mdr_move_arm_action.msg import MoveArmGoal, MoveArmResult
 from mdr_move_arm_action.dmp import DMPExecutor
 
 class MoveArmSM(ActionSMBase):
@@ -42,7 +43,20 @@ def running(self):
             if dmp_name:
                 dmp_traj_executor = DMPExecutor(dmp_name, tau)
                 goal = np.array([pose.pose.position.x, pose.pose.position.y, pose.pose.position.z])
-                dmp_traj_executor.execute(goal)
+
+                dmp_execution_thread = Thread(target=dmp_traj_executor.execute, args=(goal,))
+                dmp_execution_thread.start()
+                while not dmp_traj_executor.motion_completed and \
+                      not self.preempted:
+                    rospy.sleep(0.05)
+
+                if self.preempted:
+                    dmp_traj_executor.motion_cancelled = True
+                    self.preempted = False
+
+                    rospy.loginfo('[move_arm] Cancelled arm motion')
+                    self.result = self.set_result(False)
+                    return FTSMTransitions.DONE
             else:
                 self.arm.set_pose_reference_frame(pose.header.frame_id)
                 self.arm.set_pose_target(pose.pose)
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/dmp.py b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/dmp.py
index ef3c20ba7..56eb5c50f 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/dmp.py
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/dmp.py
@@ -5,10 +5,8 @@
 from nav_msgs.msg import Path
 import tf
 import actionlib
-from move_base_msgs.msg import MoveBaseAction, MoveBaseGoal
-from ros_dmp.srv import GenerateMotion, GenerateMotionRequest
+from ros_dmp.roll_dmp import RollDmp
 
-from mdr_move_arm_action.roll_dmp import RollDMP
 
 class DMPExecutor(object):
     def __init__(self, dmp_name, tau):
@@ -23,62 +21,51 @@ def __init__(self, dmp_name, tau):
         self.arm_controller_sigma_values_topic = rospy.get_param('~arm_controller_sigma_values_topic',
                                                                  '/arm_controller/sigma_values')
         self.dmp_executor_path_topic = rospy.get_param('~path_topic', '/dmp_executor/path')
-        self.move_base_server = rospy.get_param('~move_base_server', 'move_base/move')
 
-        # ros_dmp service
-        self.motion_client = rospy.ServiceProxy('/generate_motion_service', GenerateMotion)
-
-        self.number_of_sampling_points = 30
-        self.goal_tolerance = 0.05
         self.vel_publisher_arm = rospy.Publisher(self.cartesian_velocity_topic,
                                                  TwistStamped, queue_size=1)
         self.vel_publisher_base = rospy.Publisher(self.base_vel_topic, Twist, queue_size=1)
-        self.feedforward_gain = 30
-        self.feedback_gain = 10
-        self.sigma_threshold_upper = 0.12
-        self.sigma_threshold_lower = 0.07
-        self.base_feedback_gain = 2.0
+
+        self.time_step = rospy.get_param('~time_step', 0.001)
+        self.goal_tolerance = rospy.get_param('~goal_tolerance_m', 0.05)
+        self.feedforward_gain = rospy.get_param('~feedforward_gain', 30)
+        self.feedback_gain = rospy.get_param('~feedback_gain', 10)
+        self.sigma_threshold_upper = rospy.get_param('~sigma_threshold_upper', 0.12)
+        self.sigma_threshold_lower = rospy.get_param('~sigma_threshold_upper', 0.07)
+        self.use_whole_body_control = rospy.get_param('~use_whole_body_control', False)
+        self.linear_vel_limit = rospy.get_param('~linear_vel_limit', 0.05)
 
         rospy.Subscriber(self.arm_controller_sigma_values_topic,
                          Float32MultiArray, self.sigma_values_cb)
         self.path_pub = rospy.Publisher(self.dmp_executor_path_topic, Path, queue_size=1)
-        self.goal = None
+
         self.dmp_name = dmp_name
         self.tau = tau
+        self.roll_dmp = RollDmp(self.dmp_name, self.time_step, self.base_link_frame_name)
 
         self.min_sigma_value = None
-        self.deploy_wbc = True
-
-        # Move base server
-        self.move_base_client = actionlib.SimpleActionClient(self.move_base_server, MoveBaseAction)
-        self.move_base_client.wait_for_server()
+        self.goal = None
+        self.motion_completed = False
+        self.motion_cancelled = False
 
     def sigma_values_cb(self, msg):
         self.min_sigma_value = min(msg.data)
 
-    def move_base(self):
-        move_base_goal = MoveBaseGoal()
-        move_base_goal.target_pose.header.frame_id = self.map_frame_name
-        print(self.move_base_client.send_goal(move_base_goal))
-
     def generate_trajectory(self, goal, initial_pos):
-        req = GenerateMotionRequest()
-        req.goal_pose.pose.position.x = goal[0]
-        req.goal_pose.pose.position.y = goal[1]
-        req.goal_pose.pose.position.z = goal[2]
-        req.initial_pose.pose.position.x = initial_pos[0]
-        req.initial_pose.pose.position.y = initial_pos[1]
-        req.initial_pose.pose.position.z = initial_pos[2]
-        req.dmp_name = self.dmp_name
-        req.tau = self.tau
-        req.dt = 0.001
-
-        print('[dmp] Sending trajectory request: ', req)
-        response = self.motion_client(req)
+        initial_pose = np.array([initial_pos[0], initial_pos[1], initial_pos[2], 0., 0., 0.])
+        goal_pose = np.array([goal[0], goal[1], goal[2], 0., 0., 0.])
+
+        print('[move_arm/dmp] Querying trajectory')
+        print('[move_arm/dmp] Initial pose: ', initial_pose)
+        print('[move_arm/dmp] Goal pose: ', goal_pose)
+        cartesian_trajectory, _ = self.roll_dmp.get_trajectory_and_path(goal_pose,
+                                                                        initial_pose,
+                                                                        self.tau)
+
         pos_x = []
         pos_y = []
         pos_z = []
-        for state in response.cart_traj.cartesian_state:
+        for state in cartesian_trajectory.cartesian_state:
             pos_x.append(state.pose.position.x)
             pos_y.append(state.pose.position.y)
             pos_z.append(state.pose.position.z)
@@ -122,23 +109,26 @@ def trajectory_controller(self):
         path_z = path[2, :]
         while not rospy.is_shutdown():
             try:
-                (trans, rot) = self.tf_listener.lookupTransform(self.odom_frame_name,
-                                                                self.palm_link_name,
-                                                                rospy.Time(0))
+                (trans, _) = self.tf_listener.lookupTransform(self.odom_frame_name,
+                                                              self.palm_link_name,
+                                                              rospy.Time(0))
                 break
             except (tf.LookupException, tf.ConnectivityException, tf.ExtrapolationException):
                 continue
         current_pos = np.array([trans[0], trans[1], trans[2]])
-        previous_pos = current_pos[:]
         distance = np.linalg.norm((np.array(path[:, path.shape[1] - 1]) - current_pos))
         followed_trajectory = []
 
         old_pos_index = 0
-        while distance > self.goal_tolerance and not rospy.is_shutdown():
+        self.motion_completed = False
+        self.motion_cancelled = False
+        while not self.motion_completed and \
+              not self.motion_cancelled and \
+              not rospy.is_shutdown():
             try:
-                (trans, rot) = self.tf_listener.lookupTransform(self.odom_frame_name,
-                                                                self.palm_link_name,
-                                                                rospy.Time(0))
+                (trans, _) = self.tf_listener.lookupTransform(self.odom_frame_name,
+                                                              self.palm_link_name,
+                                                              rospy.Time(0))
             except (tf.LookupException, tf.ConnectivityException, tf.ExtrapolationException):
                 continue
             current_pos = np.array([trans[0], trans[1], trans[2]])
@@ -146,7 +136,7 @@ def trajectory_controller(self):
             dist = []
             for i in range(path.shape[1]):
                 dist.append(np.linalg.norm((path[:, i] - current_pos)))
-            index =  np.argmin(dist)
+            index = np.argmin(dist)
 
             if old_pos_index != index:
                 followed_trajectory.append(current_pos)
@@ -171,11 +161,11 @@ def trajectory_controller(self):
             vel_z = self.feedforward_gain * (path_z[ind] - path_z[index]) + self.feedback_gain * (path_z[ind] - current_pos[2])
 
             # limiting speed
-            norm_ = np.linalg.norm(np.array([vel_x, vel_y, vel_z]))
-            if norm_ > 0.05:
-                vel_x = vel_x * 0.05 / norm_
-                vel_y = vel_y * 0.05 / norm_
-                vel_z = vel_z * 0.05 / norm_
+            vel_norm = np.linalg.norm(np.array([vel_x, vel_y, vel_z]))
+            if vel_norm > self.linear_vel_limit:
+                vel_x = vel_x * self.linear_vel_limit / vel_norm
+                vel_y = vel_y * self.linear_vel_limit / vel_norm
+                vel_z = vel_z * self.linear_vel_limit / vel_norm
 
             vel_x_arm = vel_x
             vel_y_arm = vel_y
@@ -186,7 +176,9 @@ def trajectory_controller(self):
             vel_z_base = 0.0
             ratio = 1.0
 
-            if self.min_sigma_value != None and self.min_sigma_value < self.sigma_threshold_upper and self.deploy_wbc:
+            if self.min_sigma_value != None and \
+               self.min_sigma_value < self.sigma_threshold_upper and \
+               self.use_whole_body_control:
                 ratio = (self.min_sigma_value - self.sigma_threshold_lower) / (self.sigma_threshold_upper - self.sigma_threshold_lower)
 
                 vel_x_arm = vel_x * (ratio)
@@ -219,6 +211,9 @@ def trajectory_controller(self):
             self.vel_publisher_arm.publish(message_arm)
             count += 1
 
+            if distance <= self.goal_tolerance:
+                self.motion_completed = True
+
         # stop arm and base motion after converging
         message_base = Twist()
         message_base.linear.x = 0.0
@@ -233,7 +228,7 @@ def trajectory_controller(self):
         message_arm.twist.linear.z = 0
 
         self.vel_publisher_arm.publish(message_arm)
-        if self.deploy_wbc:
+        if self.use_whole_body_control:
             self.vel_publisher_base.publish(message_base)
 
     def execute(self, goal):
@@ -243,9 +238,9 @@ def execute(self, goal):
                                               self.palm_link_name,
                                               rospy.Time.now(),
                                               rospy.Duration(30))
-            (trans, rot) = self.tf_listener.lookupTransform(self.base_link_frame_name,
-                                                            self.palm_link_name,
-                                                            rospy.Time(0))
+            (trans, _) = self.tf_listener.lookupTransform(self.base_link_frame_name,
+                                                          self.palm_link_name,
+                                                          rospy.Time(0))
             initial_pos = np.array(trans)
         except (tf.LookupException, tf.ConnectivityException, tf.ExtrapolationException):
             initial_pos = np.zeros(3)
@@ -271,10 +266,10 @@ def execute(self, goal):
                 break
             except:
                 continue
-        start_pose.pose.orientation.x = 0.529
-        start_pose.pose.orientation.y = -0.475
-        start_pose.pose.orientation.z = 0.467
-        start_pose.pose.orientation.w = 0.525
+        start_pose.pose.orientation.x = 0.
+        start_pose.pose.orientation.y = 0.
+        start_pose.pose.orientation.z = 0.
+        start_pose.pose.orientation.w = 1.
 
         rospy.loginfo('Executing motion')
         self.trajectory_controller()
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/roll_dmp.py b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/roll_dmp.py
deleted file mode 100644
index af6ed715a..000000000
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_move_arm_action/ros/src/mdr_move_arm_action/roll_dmp.py
+++ /dev/null
@@ -1,39 +0,0 @@
-import numpy as np
-import yaml
-from pydmps.dmp_discrete import DMPs_discrete
-
-class RollDMP():
-    def __init__(self, file_name, n_dmps=6, n_bfs=50):
-        weight = self.load_weights(file_name)
-        self.dmp = DMPs_discrete(n_dmps=n_dmps, n_bfs=n_bfs,
-                                 dt=0.001, ay=np.ones(n_dmps)*10.0, w=weight)
-
-    def roll(self, goal, initial_pos, tau):
-        pos, vel, acc = self.dmp.rollout(goal=goal, y0=initial_pos, tau=tau)
-        return pos, vel, acc
-
-    def load_weights(self, file_name):
-        with open(file_name) as f:
-            loadeddict = yaml.load(f)
-        x = loadeddict.get('x')
-        y = loadeddict.get('y')
-        z = loadeddict.get('z')
-        roll = loadeddict.get('roll')
-        pitch = loadeddict.get('pitch')
-        yaw = loadeddict.get('yaw')
-
-        x = np.array(x)
-        y = np.array(y)
-        z = np.array(z)
-        roll = np.array(roll)
-        pitch = np.array(pitch)
-        yaw = np.array(yaw)
-
-        weights = x
-        weights = np.vstack((weights, y))
-        weights = np.vstack((weights, z))
-        weights = np.vstack((weights, roll))
-        weights = np.vstack((weights, pitch))
-        weights = np.vstack((weights, yaw))
-
-        return weights
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_pickup_action/README.md b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_pickup_action/README.md
index 075f83add..26b328f43 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_pickup_action/README.md
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_pickup_action/README.md
@@ -59,7 +59,10 @@ The following parameters may be passed when launching the action server:
 * ``move_arm_server``: Name of the `move_arm` action server (default: 'move_arm_server')
 * ``move_base_server``: Name of the `move_base` action server (default: 'move_base_server')
 * ``gripper_controller_pkg_name``: The name of a package that implements functionalities for controlling a robot's gripper (default: 'mdr_gripper_controller')
-* ``pregrasp_config_name``: The name of the pregrasp configuration (default: 'pregrasp')
+* ``pregrasp_config_name``: The name of the default pregrasp configuration for side grasps (default: 'pregrasp')
+* ``pregrasp_top_config_name``: The name of a pregrasp configuration for top grasps (default: 'pregrasp_top')
+* ``pregrasp_low_config_name``: The name of a pregrasp configuration for low sideways grasps (default: 'pregrasp_low')
+* ``pregrasp_height_threshold``: Height threshold for selecting high or low pregrasp poses (default: 0.5)
 * ``intermediate_grasp_offset``: An optional pose offset that creates an intermediate trajectory goal following the pregrasp configuration (default: -1)
 * ``safe_arm_joint_config``: The name of a configuration in which the robot can safely move around the environment (default: 'folded')
 * ``base_elbow_offset``: An optional offset between `base_link` and the manipulator's elbow; used for aligning the base with the object to be grasped so that the manipulator can easily reach the object (default: -1)
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_pickup_action/ros/src/mdr_pickup_action/action_states.py b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_pickup_action/ros/src/mdr_pickup_action/action_states.py
index efa488a5a..a7299ebdc 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_pickup_action/ros/src/mdr_pickup_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_pickup_action/ros/src/mdr_pickup_action/action_states.py
@@ -12,13 +12,15 @@
 from mdr_move_forward_action.msg import MoveForwardAction, MoveForwardGoal
 from mdr_move_base_action.msg import MoveBaseAction, MoveBaseGoal
 from mdr_move_arm_action.msg import MoveArmAction, MoveArmGoal
-from mdr_pickup_action.msg import PickupGoal, PickupFeedback, PickupResult
+from mdr_pickup_action.msg import PickupFeedback, PickupResult
 
 class PickupSM(ActionSMBase):
     def __init__(self, timeout=120.0,
                  gripper_controller_pkg_name='mdr_gripper_controller',
                  pregrasp_config_name='pregrasp',
                  pregrasp_top_config_name='pregrasp_top',
+                 pregrasp_low_config_name='pregrasp_low',
+                 pregrasp_height_threshold=0.5,
                  intermediate_grasp_offset=-1,
                  safe_arm_joint_config='folded',
                  move_arm_server='move_arm_server',
@@ -41,6 +43,8 @@ def __init__(self, timeout=120.0,
 
         self.pregrasp_config_name = pregrasp_config_name
         self.pregrasp_top_config_name = pregrasp_top_config_name
+        self.pregrasp_low_config_name = pregrasp_low_config_name
+        self.pregrasp_height_threshold = pregrasp_height_threshold
         self.intermediate_grasp_offset = intermediate_grasp_offset
         self.safe_arm_joint_config = safe_arm_joint_config
         self.move_arm_server = move_arm_server
@@ -222,7 +226,10 @@ def __move_arm(self, goal_type, goal):
 
     def __prepare_sideways_grasp(self, pose_base_link):
         rospy.loginfo('[PICKUP] Moving to a pregrasp configuration...')
-        self.__move_arm(MoveArmGoal.NAMED_TARGET, self.pregrasp_config_name)
+        if pose_base_link.pose.position.z > self.pregrasp_height_threshold:
+            self.__move_arm(MoveArmGoal.NAMED_TARGET, self.pregrasp_config_name)
+        else:
+            self.__move_arm(MoveArmGoal.NAMED_TARGET, self.pregrasp_low_config_name)
 
         if self.intermediate_grasp_offset > 0:
             rospy.loginfo('[PICKUP] Moving to intermediate grasping pose...')
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_place_action/README.md b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_place_action/README.md
index 444df01db..1495a078d 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_place_action/README.md
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_place_action/README.md
@@ -54,7 +54,9 @@ The following parameters may be passed when launching the action server:
 * ``move_arm_server``: Name of the `move_arm` action server (default: 'move_arm_server')
 * ``move_base_server``: Name of the `move_base` action server (default: 'move_base_server')
 * ``gripper_controller_pkg_name``: The name of a package that implements functionalities for controlling a robot's gripper (default: 'mdr_gripper_controller')
-* ``preplace_config_name``: Name of the preplace configuration (default: 'pregrasp')
+* ``preplace_config_name``: Name of a default preplace configuration for sideways grasps (default: 'pregrasp')
+* ``preplace_low_config_name``: Name of a preplace configuration for low sideways grasps (default: 'pregrasp_low')
+* ``preplace_height_threshold``: Height threshold for choosing between low and high preplace configurations (default: 0.5)
 * ``safe_arm_joint_config``: Name of a configuration in which the robot can safely move around the environment (default: 'folded')
 * ``base_elbow_offset``: An optional offset between `base_link` and the manipulator's elbow; used for aligning the base with the placing pose so that the manipulator can easily reach it (default: -1)
 * ``placing_dmp``:  Path to a YAML file containing the weights of a dynamic motion primitive used for placing (default: '')
diff --git a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_place_action/ros/src/mdr_place_action/action_states.py b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_place_action/ros/src/mdr_place_action/action_states.py
index f982f5b14..993d3ec84 100644
--- a/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_place_action/ros/src/mdr_place_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_manipulation_actions/mdr_place_action/ros/src/mdr_place_action/action_states.py
@@ -10,12 +10,14 @@
 from mas_execution.action_sm_base import ActionSMBase
 from mdr_move_base_action.msg import MoveBaseAction, MoveBaseGoal
 from mdr_move_arm_action.msg import MoveArmAction, MoveArmGoal
-from mdr_place_action.msg import PlaceGoal, PlaceFeedback, PlaceResult
+from mdr_place_action.msg import PlaceFeedback, PlaceResult
 
 class PlaceSM(ActionSMBase):
     def __init__(self, timeout=120.0,
                  gripper_controller_pkg_name='mdr_gripper_controller',
                  preplace_config_name='pregrasp',
+                 preplace_low_config_name='pregrasp_low',
+                 preplace_height_threshold=0.5,
                  safe_arm_joint_config='folded',
                  move_arm_server='move_arm_server',
                  move_base_server='move_base_server',
@@ -33,6 +35,8 @@ def __init__(self, timeout=120.0,
         self.gripper = GripperControllerClass()
 
         self.preplace_config_name = preplace_config_name
+        self.preplace_low_config_name = preplace_low_config_name
+        self.preplace_height_threshold = preplace_height_threshold
         self.safe_arm_joint_config = safe_arm_joint_config
         self.move_arm_server = move_arm_server
         self.move_base_server = move_base_server
@@ -81,7 +85,10 @@ def running(self):
             pose_base_link.pose.position.y = self.base_elbow_offset
 
         rospy.loginfo('[place] Moving to a preplace configuration...')
-        self.__move_arm(MoveArmGoal.NAMED_TARGET, self.preplace_config_name)
+        if pose_base_link.pose.position.z > self.preplace_height_threshold:
+            self.__move_arm(MoveArmGoal.NAMED_TARGET, self.preplace_config_name)
+        else:
+            self.__move_arm(MoveArmGoal.NAMED_TARGET, self.preplace_low_config_name)
 
         # we set up the arm group for moving
         rospy.loginfo('[place] Placing...')
diff --git a/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_enter_door_action/ros/src/mdr_enter_door_action/action_states.py b/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_enter_door_action/ros/src/mdr_enter_door_action/action_states.py
index 7325ec5a0..87c653f57 100644
--- a/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_enter_door_action/ros/src/mdr_enter_door_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_enter_door_action/ros/src/mdr_enter_door_action/action_states.py
@@ -6,7 +6,7 @@
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
 from mdr_move_forward_action.msg import MoveForwardAction, MoveForwardGoal
-from mdr_enter_door_action.msg import EnterDoorFeedback, EnterDoorResult
+from mdr_enter_door_action.msg import EnterDoorResult
 
 class EnterDoorSM(ActionSMBase):
     def __init__(self, waiting_sleep_duration=1.,
diff --git a/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_move_base_action/ros/src/mdr_move_base_action/action_states.py b/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_move_base_action/ros/src/mdr_move_base_action/action_states.py
index f504e3f46..94504f0b8 100644
--- a/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_move_base_action/ros/src/mdr_move_base_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_move_base_action/ros/src/mdr_move_base_action/action_states.py
@@ -8,7 +8,7 @@
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
 from mdr_move_arm_action.msg import MoveArmAction, MoveArmGoal
-from mdr_move_base_action.msg import MoveBaseGoal, MoveBaseFeedback, MoveBaseResult
+from mdr_move_base_action.msg import MoveBaseGoal, MoveBaseResult
 
 class MoveBaseSM(ActionSMBase):
     def __init__(self, timeout=120.,
diff --git a/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_move_forward_action/ros/src/mdr_move_forward_action/action_states.py b/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_move_forward_action/ros/src/mdr_move_forward_action/action_states.py
index 752258f93..e5e789407 100644
--- a/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_move_forward_action/ros/src/mdr_move_forward_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_move_forward_action/ros/src/mdr_move_forward_action/action_states.py
@@ -4,7 +4,7 @@
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
 from geometry_msgs.msg import Twist
-from mdr_move_forward_action.msg import MoveForwardFeedback, MoveForwardResult
+from mdr_move_forward_action.msg import MoveForwardResult
 
 class MoveForwardSM(ActionSMBase):
     def __init__(self, timeout=120.0, velocity_topic='/cmd_vel', max_recovery_attempts=1):
diff --git a/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_turn_base_to_action/ros/src/mdr_turn_base_to_action/action_states.py b/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_turn_base_to_action/ros/src/mdr_turn_base_to_action/action_states.py
index b094c38ed..0ee0185d8 100644
--- a/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_turn_base_to_action/ros/src/mdr_turn_base_to_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_navigation_actions/mdr_turn_base_to_action/ros/src/mdr_turn_base_to_action/action_states.py
@@ -5,7 +5,7 @@
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
 from mdr_move_base_action.msg import MoveBaseAction, MoveBaseGoal
-from mdr_turn_base_to_action.msg import TurnBaseToFeedback, TurnBaseToResult
+from mdr_turn_base_to_action.msg import TurnBaseToResult
 
 class TurnBaseSM(ActionSMBase):
     def __init__(self, timeout=120.0,
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_detect_person/ros/src/mdr_detect_person/action_states.py b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_detect_person/ros/src/mdr_detect_person/action_states.py
index c9085e0c2..e12541931 100644
--- a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_detect_person/ros/src/mdr_detect_person/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_detect_person/ros/src/mdr_detect_person/action_states.py
@@ -8,7 +8,7 @@
 
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
-from mdr_detect_person.msg import DetectPersonFeedback, DetectPersonGoal, DetectPersonResult
+from mdr_detect_person.msg import DetectPersonFeedback, DetectPersonResult
 from mdr_perception_msgs.msg import FaceBoundingBox
 from mdr_detect_person.inference import load_detection_model, detect_faces
 
@@ -50,7 +50,6 @@ def running(self):
                 bounding_boxes.append(bounding_box)
 
                 x, y, w, h = face_coordinates
-                rgb_cv2 = cv2.rectangle(rgb_image, (x, y), (x + w, y + h), (0, 0, 255), 2)
             output_ros_image = self.bridge.cv2_to_imgmsg(rgb_image, 'bgr8')
             self.image_publisher.publish(output_ros_image)
         except:
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/CMakeLists.txt b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/CMakeLists.txt
new file mode 100644
index 000000000..cb01ba498
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/CMakeLists.txt
@@ -0,0 +1,45 @@
+cmake_minimum_required(VERSION 2.8.3)
+project(mdr_find_people)
+
+find_package(catkin REQUIRED COMPONENTS
+  rospy
+  roslint
+  roslaunch
+  actionlib
+  actionlib_msgs
+  message_generation
+  mas_perception_msgs
+  mas_perception_libs
+)
+
+catkin_python_setup()
+roslint_python()
+roslaunch_add_file_check(ros/launch)
+
+add_action_files(DIRECTORY ros/action
+  FILES
+  FindPeople.action
+)
+
+generate_messages(
+  DEPENDENCIES
+    actionlib_msgs
+    mas_perception_msgs
+)
+
+catkin_package(
+ CATKIN_DEPENDS
+   actionlib_msgs
+   message_runtime
+)
+
+install(PROGRAMS
+  ros/scripts/find_people_server
+  ros/scripts/find_people_client_test
+  ros/scripts/find_people_client
+  DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION}/scripts
+)
+
+install(DIRECTORY ros/launch/
+  DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION}/launch
+)
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/package.xml b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/package.xml
new file mode 100644
index 000000000..1ce968710
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/package.xml
@@ -0,0 +1,30 @@
+<?xml version="1.0"?>
+<package>
+  <name>mdr_find_people</name>
+  <version>0.0.1</version>
+  <description>A testing package for finding people with minh's perception stack</description>
+
+  <maintainer email="robotics@inf.h-brs.de">MAS robotics</maintainer>
+
+  <author email="henrik.schnor@smail.inf.h-brs.de">Henrik Schnor</author>
+
+  <license>GPLv3</license>
+
+  <buildtool_depend>catkin</buildtool_depend>
+
+  <build_depend>rospy</build_depend>
+  <build_depend>roslint</build_depend>
+  <build_depend>actionlib</build_depend>
+  <build_depend>actionlib_msgs</build_depend>
+  <build_depend>message_generation</build_depend>
+  <build_depend>mas_perception_msgs</build_depend>
+  <build_depend>mas_perception_libs</build_depend>
+
+  <run_depend>rospy</run_depend>
+  <run_depend>actionlib</run_depend>
+  <run_depend>actionlib_msgs</run_depend>
+  <run_depend>message_runtime</run_depend>
+  <run_depend>mas_perception_msgs</run_depend>
+  <run_depend>mas_perception_libs</run_depend>
+
+</package>
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/action/FindPeople.action b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/action/FindPeople.action
new file mode 100644
index 000000000..e38b57854
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/action/FindPeople.action
@@ -0,0 +1,4 @@
+---
+# result
+mas_perception_msgs/PersonList person_list
+---
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/launch/find_people.launch b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/launch/find_people.launch
new file mode 100644
index 000000000..8b30a8ee5
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/launch/find_people.launch
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<launch>
+    <arg name="pointcloud_topic" default="/mdr_perception/rectified_points"/>
+
+    <node pkg="mdr_find_people" type="find_people_server" name="find_people_server" output="screen" >
+        <param name="pointcloud_topic" type="string" value="$(arg pointcloud_topic)" />
+    </node>
+</launch>
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/launch/find_people_client.launch b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/launch/find_people_client.launch
new file mode 100644
index 000000000..18a732d63
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/launch/find_people_client.launch
@@ -0,0 +1,13 @@
+<?xml version="1.0"?>
+<launch>
+    <arg name="action_dispatch_topic" default="/kcl_rosplan/action_dispatch"/>
+    <arg name="action_feedback_topic" default="/kcl_rosplan/action_feedback"/>
+
+    <node pkg="mdr_find_people" type="find_people_client" name="find_people_client" output="screen">
+        <param name="action_name" type="str" value="find_people" />
+        <param name="server_name" type="str" value="find_people_server" />
+        <param name="action_timeout" type="double" value="120" />
+        <remap from="action_dispatch_topic" to="$(arg action_dispatch_topic)" />
+        <remap from="action_feedback_topic" to="$(arg action_feedback_topic)" />
+    </node>
+</launch>
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/msg/FoundPerson.msg b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/msg/FoundPerson.msg
new file mode 100644
index 000000000..c7a8b9f8a
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/msg/FoundPerson.msg
@@ -0,0 +1,2 @@
+geometry_msgs/PoseStamped pose
+
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_client b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_client
new file mode 100755
index 000000000..bdab77008
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_client
@@ -0,0 +1,67 @@
+#!/usr/bin/env python
+import rospy
+import actionlib
+
+from mdr_rosplan_interface.action_client_base import ActionClientBase
+from mdr_find_people.msg import FindPeopleAction, FindPeopleGoal
+
+class FindPeopleClient(ActionClientBase):
+    def __init__(self):
+        super(FindPeopleClient, self).__init__()
+
+        while not rospy.is_shutdown():
+            rospy.sleep(0.1)
+
+    def call_action(self, msg):
+        # we only react to calls to this action
+        if self.action_name != msg.name.lower():
+            return
+
+        self.action_id = msg.action_id
+
+        client = actionlib.SimpleActionClient(self.action_server_name, FindPeopleAction)
+        client.wait_for_server()
+        goal = self.get_action_message(msg)
+
+        # calling the actionlib server and waiting for the execution to end
+        rospy.loginfo('Sending action lib goal to %s', self.action_server_name)
+        client.send_goal(goal)
+        client.wait_for_result(rospy.Duration.from_sec(int(self.action_timeout)))
+        result = client.get_result()
+
+        if result and result.person_list:
+            rospy.loginfo('[FIND_PEOPLE] Updating the knowledge base')
+            self.update_knowledge_base(result.person_list)
+            self.send_action_feedback(True)
+        else:
+            self.send_action_feedback(False)
+
+    def get_action_message(self, rosplan_action_msg):
+        '''Reads the action parameters and uses them to initialise an actionlib message.
+        '''
+        goal = FindPeopleGoal()
+        for param in rosplan_action_msg.parameters:
+            if param.key == 'bot':
+                self.robot_name = param.value
+        return goal
+
+    def update_knowledge_base(self, person_list):
+        '''Updates the knowledge base with the following facts:
+        * a list of people that the robot sees
+        '''
+        facts_to_add = []
+        objects_to_add = []
+        for i, person in enumerate(person_list.persons):
+            person_identifier = 'person_{0}'.format(i)
+            fact = ('unknown', [('person', person_identifier)])
+            facts_to_add.append(fact)
+            objects_to_add.append((person_identifier, person))
+        self.kb_interface.insert_facts(facts_to_add)
+        self.kb_interface.insert_objects(objects_to_add)
+
+if __name__ == '__main__':
+    rospy.init_node('mdr_find_people_client')
+    try:
+        FindPeopleClient()
+    except rospy.ROSInterruptException:
+        pass
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_client_test b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_client_test
new file mode 100755
index 000000000..ffa05ad40
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_client_test
@@ -0,0 +1,26 @@
+#!/usr/bin/env python2
+
+import rospy
+import actionlib
+
+from mdr_find_people.msg import FindPeopleAction, FindPeopleGoal
+
+
+if __name__ == '__main__':
+    rospy.init_node('find_people_client_test')
+
+    rospy.loginfo('Waiting for server...')
+    client = actionlib.SimpleActionClient('find_people_server', FindPeopleAction)
+    client.wait_for_server()
+
+    goal = FindPeopleGoal()
+
+    try:
+        print('Sending goal...')
+        client.send_goal(goal)
+        print('Waiting for result...')
+        client.wait_for_result(rospy.Duration.from_sec(20))
+        rospy.loginfo(client.get_result())
+    except Exception as e:
+        rospy.logerr('Failed to execute find people action: {}'.format(repr(e)))
+
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_node b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_node
new file mode 100755
index 000000000..08e7e3493
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_node
@@ -0,0 +1,78 @@
+#!/usr/bin/env python
+
+import threading
+
+import rospy
+from sensor_msgs.msg import Image, PointCloud2
+from cv_bridge import CvBridge, CvBridgeError
+from mas_perception_libs import ImageDetectionKey
+from mas_perception_libs.visualization import draw_labeled_boxes
+from mas_perception_libs.utils import cloud_msg_to_cv_image
+from mdr_find_people.find_people import FindPeople
+
+
+class FindPeopleTest(object):
+    """This class is for testing the functionalities of ros/src/mdr_find_people/find_people.py
+    For testig the action server, see find_people_client_test.
+    """
+
+
+    def __init__(self):
+        self.lock = threading.Lock()
+        self.proc_thread = None
+
+        self.bridge = CvBridge()
+
+        # Setup rospy things
+        rospy.init_node("find_people_node")
+        self.pub = rospy.Publisher('/test_recognition', Image, latch=True, queue_size=1)
+        self.sub = rospy.Subscriber('/hsrb/head_rgbd_sensor/depth_registered/rectified_points', PointCloud2, self.process_msg)
+        rospy.spin()
+
+
+    def process_msg(self, data):
+        # Process only one message at a time
+        # If busy, skip incoming messages
+        with self.lock:
+            if self.proc_thread is None:
+                self.proc_thread = threading.Thread(target=self.run, args=(data,))
+                self.proc_thread.start()
+            else:
+                #print('Busy - skipping frame')
+                pass
+
+
+    def run(self, cloud_msg):
+        predictions, bb2ds, poses = FindPeople.detect(cloud_msg)
+
+        # Render images with bounding boxes
+        image = FindPeople.render_image_with_detections(cloud_msg, bb2ds)
+
+        # Convert cv_img to ros message and publish it to a topic
+        # Can be seen in rviz
+        try:
+            img_msg = self.bridge.cv2_to_imgmsg(image, 'bgr8')
+            self.pub.publish(img_msg)
+        except CvBridgeError as e:
+            print('Couldn\'t convert cv image to ROS message: ' + e.message)
+
+        # Print some additional info
+        self.print_info(cloud_msg, predictions, bb2ds, poses)
+
+
+    def print_info(self, cloud_msg, predictions, bounding_boxes, poses):
+        for i in range(len(predictions)):
+            pred = predictions[i]
+            bb2d = bounding_boxes[i]
+            point = poses[i].pose.point
+
+            print(pred[ImageDetectionKey.CLASS])
+            print('  conf: {}'.format(pred[ImageDetectionKey.CONF]))
+            print('  pos: x_min:{:.2f} x_max:{:.2f} y_min:{:.2f} y_max:{:.2f}'.format(pred[ImageDetectionKey.X_MIN], pred[ImageDetectionKey.X_MAX], pred[ImageDetectionKey.Y_MIN], pred[ImageDetectionKey.Y_MAX]))
+            print('  pose (frame {}): X={:.3f} y={:.3f} z={:.3f}'.format(cloud_msg.header.frame_id, point.x, point.y, point.z))
+
+
+
+
+if __name__ == '__main__':
+    FindPeopleTest()
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_server b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_server
new file mode 100755
index 000000000..ecbf287b6
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/scripts/find_people_server
@@ -0,0 +1,40 @@
+#!/usr/bin/env python2
+
+import rospy
+import smach
+
+from smach_ros import ActionServerWrapper, IntrospectionServer
+from mdr_find_people.msg import FindPeopleAction, FindPeopleResult
+from mdr_find_people.action_states import FindPeopleState
+
+
+class FindPeopleSkill(smach.StateMachine):
+    
+    def __init__(self):
+        smach.StateMachine.__init__(self,
+                                    outcomes=['OVERALL_SUCCESS', 'OVERALL_FAIL'],
+                                    input_keys=['find_people_goal'],
+                                    output_keys=['find_people_result'])
+
+        with self:
+            smach.StateMachine.add('FIND_PEOPLE', FindPeopleState(),
+                                   transitions={'succeeded': 'OVERALL_SUCCESS',
+                                                'failed': 'OVERALL_FAIL'})
+
+
+if __name__ == '__main__':
+    rospy.init_node('find_people_server')
+
+    sm = FindPeopleSkill()
+
+    asw = ActionServerWrapper(
+        server_name='find_people_server',
+        action_spec=FindPeopleAction,
+        wrapped_container=sm,
+        succeeded_outcomes=['OVERALL_SUCCESS'],
+        aborted_outcomes=['OVERALL_FAIL'],
+        goal_key='find_people_goal',
+        result_key='find_people_result')
+
+    asw.run_server()
+    rospy.spin()
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/src/mdr_find_people/__init__.py b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/src/mdr_find_people/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/src/mdr_find_people/action_states.py b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/src/mdr_find_people/action_states.py
new file mode 100644
index 000000000..b9759a7bc
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/src/mdr_find_people/action_states.py
@@ -0,0 +1,109 @@
+import math
+import rospy
+import smach
+import sympy
+
+import tf
+from sensor_msgs.msg import PointCloud2
+from geometry_msgs.msg import Point, Pose, PoseStamped
+from mdr_find_people.msg import FindPeopleResult
+from mas_perception_msgs.msg import Person, PersonList
+from mas_perception_libs import ImageDetectionKey
+from mas_perception_libs.visualization import crop_image
+from mas_perception_libs.utils import cloud_msg_to_cv_image
+from cv_bridge import CvBridge
+from find_people import FindPeople
+
+
+class FindPeopleState(smach.State):
+
+    @staticmethod
+    def pose_subtract(pose, distance):
+        """Subtracts the given distance from the pose,
+           i.e. move by the given distance towards the origin/frame
+        """
+        point = pose.pose.position
+        plen = math.sqrt(point.x ** 2 + point.y ** 2 + point.z ** 2)
+        new_len = max(0, plen - distance)
+        factor = new_len / plen
+
+        new_point = Point(x=factor*point.x, y=factor*point.y, z=factor*point.z)
+        result_pose = PoseStamped(header=pose.header, pose=Pose(position=new_point, orientation=pose.pose.orientation))
+        return result_pose
+
+
+    @staticmethod
+    def is_inside_arena(pose):
+        p1, p2, p3, p4 = map(sympy.Point, [(-0.9909883, -4.218833), (-1.92709, 0.9022037),
+                                           (-7.009388, -1.916794), (-4.107592, -7.078834)])
+        living_room = sympy.Polygon(p1,p2,p3,p4)
+        person_pose = sympy.Point(pose.pose.position.x, pose.pose.position.y) # Inspection test pose
+        return living_room.encloses_point(person_pose)
+
+
+    def __init__(self):
+        smach.State.__init__(self,
+                             outcomes=['succeeded', 'failed'],
+                             input_keys=['find_people_goal'],
+                             output_keys=['find_people_result', 'error_message'])
+
+        self._listener = tf.TransformListener()
+        self.pointcloud_topic = rospy.get_param("~pointcloud_topic", '/rectified_points')
+
+
+    def execute(self, userdata):
+        rospy.loginfo('Executing state FIND_PEOPLE')
+
+        # Get the pointcloud
+        cloud_msg = rospy.wait_for_message(self.pointcloud_topic, PointCloud2)
+
+        # Get positions of people
+        predictions, bb2ds, poses = FindPeople.detect(cloud_msg)
+
+        people_outside_arena = []
+        # Filter detections for people inside the arena
+        for i in range(len(predictions)):
+            if not FindPeopleState.is_inside_arena(poses[i]):
+                people_outside_arena.append(i)
+
+        # Get people images
+        cv_image = cloud_msg_to_cv_image(cloud_msg)
+        bridge = CvBridge()
+        images = []
+        for i, bb2d in enumerate(bb2ds):
+            #if i in people_outside_arena:
+            #    continue
+            cropped_cv = crop_image(cv_image, bb2d)
+            cropped_img_msg = bridge.cv2_to_imgmsg(cropped_cv, encoding="passthrough")
+            images.append(cropped_img_msg)
+
+        # Create the action result message
+        pl = []
+        for i, _ in enumerate(predictions):
+            #if i in people_outside_arena:
+            #    continue
+
+            p = Person()
+            p.id = i
+            p.probability = predictions[i][ImageDetectionKey.CONF]
+
+            map_pose = self._listener.transformPose('/map', poses[i])
+            p.pose = map_pose
+
+            # Calculate a safe pose for approching the person
+            # 1 meter towards the robot from the actual position
+            safe_pose = FindPeopleState.pose_subtract(poses[i], 1)
+            p.safe_pose = safe_pose
+
+            p.rgb_image = images[i]
+
+            pl.append(p)
+
+        # Package that actual PersonList message
+        person_list = PersonList()
+        person_list.persons = pl
+        result = FindPeopleResult()
+        result.person_list = person_list
+
+        userdata['find_people_result'] = result
+        return 'succeeded'
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/src/mdr_find_people/find_people.py b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/src/mdr_find_people/find_people.py
new file mode 100644
index 000000000..ee4485a64
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/ros/src/mdr_find_people/find_people.py
@@ -0,0 +1,86 @@
+#!/usr/bin/env python
+
+import os
+import numpy as np
+
+from rospkg import RosPack
+
+from std_msgs.msg import Header
+from geometry_msgs.msg import Pose, PoseStamped, Point, Quaternion
+from mas_perception_libs import ImageDetectionKey, ImageDetectorBase
+from mas_perception_libs.utils import cloud_msg_to_image_msg, cloud_msg_to_cv_image, \
+                                      crop_cloud_to_xyz, draw_labeled_boxes
+from ssd_keras_ros import SSDKerasObjectDetector
+
+
+class FindPeople(object):
+
+    def __init__(self):
+        pass
+
+
+    @staticmethod
+    def detect(cloud_msg):
+        # Transform point cloud to base link
+        #cloud_msg = transform_cloud_with_listener(cloud_msg, '/base_link', tf.TransformListener())
+
+        # use RosPack to point to appropriate configuration files
+        rp = RosPack()
+        package_path = rp.get_path('ssd_keras_ros')
+        class_ann_file = os.path.join(package_path, 'models', 'coco_classes.yml')
+        kwargs_file = os.path.join(package_path, 'models', 'ssd_keras_object_detector_kwargs.yml')
+
+        # create SSDKerasObjectDetector object and call detection on
+        detector = SSDKerasObjectDetector(class_file=class_ann_file, model_kwargs_file=kwargs_file)
+        predictions = detector.detect([cloud_msg_to_image_msg(cloud_msg)])[0]
+
+        # Get bounding boxes
+        bb2ds = ImageDetectorBase.prediction_to_bounding_boxes(predictions)[0]
+
+        # Filter results for people
+        predictions, bb2ds = FindPeople.filter_people(predictions, bb2ds)
+
+        # Get poses
+        poses = FindPeople.get_people_poses(cloud_msg, predictions, bb2ds)
+
+        return predictions, bb2ds, poses
+
+
+    @staticmethod
+    def filter_people(predictions, bounding_boxes):
+        people_preds = []
+        people_bbs = []
+
+        for i, _ in enumerate(predictions):
+            pred = predictions[i]
+            bb2d = bounding_boxes[i]
+
+            if pred[ImageDetectionKey.CLASS] == 'person':
+                people_preds.append(pred)
+                people_bbs.append(bb2d)
+
+        return people_preds, people_bbs
+
+
+    @staticmethod
+    def get_people_poses(cloud_msg, predictions, bounding_boxes):
+        poses = []
+
+        for i, _ in enumerate(predictions):
+            bb2d = bounding_boxes[i]
+
+            cropped_cloud = crop_cloud_to_xyz(cloud_msg, bb2d)
+            mean_coords = np.nanmean(np.reshape(cropped_cloud, (-1, 3)), axis=0)
+            mean_ps = PoseStamped()
+            mean_ps.header = Header(frame_id=cloud_msg.header.frame_id)
+            mean_ps.pose = Pose(Point(mean_coords[0], mean_coords[1], mean_coords[2]), Quaternion())
+            poses.append(mean_ps)
+
+        return poses
+
+
+    @staticmethod
+    def render_image_with_detections(cloud_msg, bounding_boxes):
+        cv_image = cloud_msg_to_cv_image(cloud_msg)
+        image = draw_labeled_boxes(cv_image, bounding_boxes)
+        return image
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/setup.py b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/setup.py
new file mode 100644
index 000000000..3c285f3aa
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_find_people/setup.py
@@ -0,0 +1,11 @@
+#!/usr/bin/env python
+
+from distutils.core import setup
+from catkin_pkg.python_setup import generate_distutils_setup
+
+d = generate_distutils_setup(
+    packages=['mdr_find_people'],
+    package_dir={'': 'ros/src/'}
+)
+
+setup(**d)
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_gender_recognition/ros/src/mdr_gender_recognition/action_states.py b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_gender_recognition/ros/src/mdr_gender_recognition/action_states.py
index d0fb1e5dd..de6e8b4cc 100644
--- a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_gender_recognition/ros/src/mdr_gender_recognition/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_gender_recognition/ros/src/mdr_gender_recognition/action_states.py
@@ -2,14 +2,14 @@
 import cv2
 import tensorflow as tf
 from keras.models import load_model
-from cv_bridge import CvBridge, CvBridgeError
+from cv_bridge import CvBridge
 
 import rospy
 from sensor_msgs.msg import Image
 
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
-from mdr_gender_recognition.msg import GenderRecognitionFeedback, GenderRecognitionResult
+from mdr_gender_recognition.msg import GenderRecognitionResult
 
 class RecognizeGenderSM(ActionSMBase):
     def __init__(self, timeout=120.0, image_topic='/cam3d/rgb/image_raw',
@@ -38,7 +38,6 @@ def init(self):
         return FTSMTransitions.INITIALISED
 
     def running(self):
-        number_of_faces = self.goal.number_of_faces
         bounding_boxes = self.goal.bounding_boxes
         genders = []
 
@@ -54,7 +53,6 @@ def running(self):
             face = self.__preprocess_image(face)
             recognized_gender = self.__recognize_gender(face)
             genders.append(recognized_gender)
-            rgb_cv2 = cv2.rectangle(rgb_image, (x, y), (x + w, y + h), (0, 0, 255), 2)
             cv2.putText(rgb_image, recognized_gender, (x, y - 30), cv2.FONT_HERSHEY_SIMPLEX, 0.7, (255, 0, 0),
                         1, cv2.LINE_AA)
         output_ros_image = self.bridge.cv2_to_imgmsg(rgb_image, 'bgr8')
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/launch/perceive_plane.launch b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/launch/perceive_plane.launch
index 958f42980..1450e19fe 100644
--- a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/launch/perceive_plane.launch
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/launch/perceive_plane.launch
@@ -6,6 +6,7 @@
     <arg name="recognition_service_name" default="/mdr_perception/recognize_image"/>
     <arg name="recognition_model_name" default="athome_xception"/>
     <arg name="preprocess_input_module" default="keras.applications.xception"/>
+    <arg name="classify_object" default="false"/>
 
     <node pkg="mdr_perceive_plane_action" type="perceive_plane_action" name="perceive_plane_server" output="screen"
           ns="mdr_actions">
@@ -14,6 +15,7 @@
         <param name="recognition_service_name" type="string" value="$(arg recognition_service_name)" />
         <param name="recognition_model_name" type="string" value="$(arg recognition_model_name)" />
         <param name="preprocess_input_module" type="string" value="$(arg preprocess_input_module)" />
+        <param name="classify_object" type="bool" value="$(arg classify_object)" />
     </node>
 
     <include file="$(find mdr_object_recognition)/ros/launch/object_recognition.launch">
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/scripts/perceive_plane_action b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/scripts/perceive_plane_action
index 594d4be7d..cffba2b8c 100755
--- a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/scripts/perceive_plane_action
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/scripts/perceive_plane_action
@@ -28,6 +28,7 @@ class PerceivePlaneServer(object):
         recognition_service_name = rospy.get_param('~recognition_service_name', '/mdr_perception/recognize_image')
         recognition_model_name = rospy.get_param('~recognition_model_name', 'athome_xception_v1')
         preprocess_input_module = rospy.get_param('~preprocess_input_module', None)
+        classify_object = rospy.get_param('~classify_object', True)
         target_frame = rospy.get_param('~target_frame', '')
 
         rospy.loginfo('[perceive_plane] Initialising state machine')
@@ -35,7 +36,8 @@ class PerceivePlaneServer(object):
                                          recog_service_name=recognition_service_name,
                                          recog_model_name=recognition_model_name,
                                          preprocess_input_module=preprocess_input_module,
-                                         target_frame=target_frame)
+                                         target_frame=target_frame,
+                                         classify_object=classify_object)
         rospy.loginfo('[perceive_plane] State machine initialised')
 
         self.action_server = actionlib.SimpleActionServer('perceive_plane_server',
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/scripts/perceive_plane_client_test b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/scripts/perceive_plane_client_test
index ee04e5f61..ce4ea032e 100755
--- a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/scripts/perceive_plane_client_test
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/scripts/perceive_plane_client_test
@@ -6,7 +6,7 @@ from mdr_perceive_plane_action.msg import PerceivePlaneAction, PerceivePlaneGoal
 
 if __name__ == '__main__':
     rospy.init_node('perceive_plane_client_tester')
-    client = actionlib.SimpleActionClient('/mdr_actions/perceive_plane_server', PerceivePlaneAction)
+    client = actionlib.SimpleActionClient('perceive_plane_server', PerceivePlaneAction)
     client.wait_for_server()
     goal = PerceivePlaneGoal()
     goal.plane_config = 'table'
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/src/mdr_perceive_plane_action/action_states.py b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/src/mdr_perceive_plane_action/action_states.py
index 5d5ac487e..d03f7919a 100644
--- a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/src/mdr_perceive_plane_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_perceive_plane_action/ros/src/mdr_perceive_plane_action/action_states.py
@@ -1,17 +1,17 @@
 #!/usr/bin/python
 import rospy
-import sensor_msgs.msg
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
 from mas_perception_msgs.msg import PlaneList
 from mas_perception_libs import ObjectDetector, RecognizeImageServiceProxy
-from mdr_perceive_plane_action.msg import PerceivePlaneResult, PerceivePlaneFeedback
+from mdr_perceive_plane_action.msg import PerceivePlaneResult
 
 class PerceivePlaneSM(ActionSMBase):
     def __init__(self, detection_service_proxy,
                  recog_service_name,
                  recog_model_name,
                  preprocess_input_module,
+                 classify_object=True,
                  target_frame=None,
                  timeout_duration=1,
                  max_recovery_attempts=1):
@@ -19,9 +19,7 @@ def __init__(self, detection_service_proxy,
         self._detector = ObjectDetector(detection_service_proxy)
         self._recog_service_proxy = RecognizeImageServiceProxy(recog_service_name, recog_model_name,
                                                                preprocess_input_module)
-        self._image_pub = rospy.Publisher('/first_recognized_image',
-                                          sensor_msgs.msg.Image,
-                                          queue_size=1)
+        self._classify_object = classify_object
         self._timeout_duration = timeout_duration
         self._target_frame = target_frame
         self._detecting_done = False
@@ -50,26 +48,32 @@ def running(self):
             self.result = self.set_result(False, detected_planes)
             return FTSMTransitions.DONE
 
-        rospy.loginfo('[perceive_plane] Found %d objects', len(detected_planes.planes))
+        rospy.loginfo('[perceive_plane] Found %d plane(s)', len(detected_planes.planes))
         for plane in detected_planes.planes:
             image_messages = []
+            classes = []
+            probs = []
             for obj in plane.object_list.objects:
-                image_messages.append(obj.rgb_image)
-            indices, classes, probs = self._recog_service_proxy.classify_image_messages(image_messages)
+                if self._classify_object:
+                    image_messages.append(obj.rgb_image)
+                classes.append(obj.name)
+                probs.append(obj.probability)
 
-            # TODO: debug output
-            if len(indices) > 0:
-                obj_index = indices[0]
-                self._image_pub.publish(image_messages[obj_index])
-                rospy.loginfo('[perceive_plane] first object found: {0} (prob: {1})'.format(classes[obj_index],
-                                                                                            probs[obj_index]))
-            else:
-                rospy.logwarn('[perceive_plane] no objects recognized for plane %s', plane.name)
+            if self._classify_object:
+                rospy.loginfo('[perceive_plane] classifying objects')
+                indices, classes, probs = self._recog_service_proxy.classify_image_messages(image_messages)
+                for i in indices:
+                    plane.object_list.objects[i].name = classes[i]
+                    plane.object_list.objects[i].category = classes[i]
+                    plane.object_list.objects[i].probability = probs[i]
 
-            for i in indices:
-                plane.object_list.objects[i].name = classes[i]
-                # TODO: handle categories
-                plane.object_list.objects[i].category = classes[i]
+            if len(classes) > 0:
+                objects_str = ', '.join(['{0} ({1:.3f})'.format(cls, prob) for cls, prob in zip(classes, probs)])
+                rospy.loginfo('[perceive_plane] on plane "{0}" (height {1:.3f}) found objects: {2}'
+                              .format(plane.name, plane.plane_point.z, objects_str))
+            else:
+                rospy.logwarn('[perceive_plane] no objects recognized for plane "{0}" (height {1:.3f})'
+                              .format(plane.name, plane.plane_point.z))
 
         self.result = self.set_result(True, detected_planes)
         return FTSMTransitions.DONE
diff --git a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_recognize_emotion_action/ros/src/mdr_recognize_emotion_action/action_states.py b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_recognize_emotion_action/ros/src/mdr_recognize_emotion_action/action_states.py
index 572a6dd16..4bf97e825 100644
--- a/mdr_planning/mdr_actions/mdr_perception_actions/mdr_recognize_emotion_action/ros/src/mdr_recognize_emotion_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_perception_actions/mdr_recognize_emotion_action/ros/src/mdr_recognize_emotion_action/action_states.py
@@ -10,7 +10,7 @@
 
 from pyftsm.ftsm import FTSMTransitions
 from mas_execution.action_sm_base import ActionSMBase
-from mdr_recognize_emotion_action.msg import RecognizeEmotionFeedback, RecognizeEmotionResult
+from mdr_recognize_emotion_action.msg import RecognizeEmotionResult
 
 class RecognizeEmotionSM(ActionSMBase):
     def __init__(self, timeout=120.0,
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_ask_action/ros/src/mdr_ask_action/action_states.py b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_ask_action/ros/src/mdr_ask_action/action_states.py
index 89b194926..9128178fb 100644
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_ask_action/ros/src/mdr_ask_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_ask_action/ros/src/mdr_ask_action/action_states.py
@@ -6,8 +6,6 @@
 @author: Patrick Nagel
 """
 
-from random import randint
-
 import os
 import rospy
 import smach
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_interview_action/setup.py b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_interview_action/setup.py
new file mode 100644
index 000000000..8c1d60dbb
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_interview_action/setup.py
@@ -0,0 +1,11 @@
+#!/usr/bin/env python
+
+from distutils.core import setup
+from catkin_pkg.python_setup import generate_distutils_setup
+
+d = generate_distutils_setup(
+        packages=['mdr_interview_action'],
+        package_dir={'mdr_interview_action': 'ros/src/mdr_interview_action'}
+   )
+
+setup(**d)
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_introduce_self_action/ros/src/mdr_introduce_self_action/action_states.py b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_introduce_self_action/ros/src/mdr_introduce_self_action/action_states.py
index b785a16a6..3f2fdee9b 100644
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_introduce_self_action/ros/src/mdr_introduce_self_action/action_states.py
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_introduce_self_action/ros/src/mdr_introduce_self_action/action_states.py
@@ -2,8 +2,6 @@
 
 import rospy
 import smach
-import smach_ros
-import actionlib
 import std_msgs
 
 from mdr_introduce_self_action.msg import (IntroduceSelfFeedback,
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/CHANGELOG.rst b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/CHANGELOG.rst
index 9555e52cb..41f21c225 100644
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/CHANGELOG.rst
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/CHANGELOG.rst
@@ -12,3 +12,8 @@ Forthcoming
 ------------------------
 * Create launch file
 * Contributors: Roberto Cai
+
+2.0.0 (2019-05-03 20:15)
+------------------------
+* Change action states to implement FTSM
+* Contributors: Roberto Cai
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/README.md b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/README.md
index 610333f4d..44d26704f 100644
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/README.md
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/README.md
@@ -21,7 +21,7 @@ The `listen` part is supposed to be the action, which enables the listening mode
 ## How to run the code?
 
 ```bash
-$ rosrun mdr_listen_action listen
+$ roslaunch mdr_listen_action listen.launch
 ```
 
 ## How to run the demo?
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/package.xml b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/package.xml
index 19ce45cd9..db3ec878b 100644
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/package.xml
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/package.xml
@@ -1,11 +1,11 @@
 <?xml version="1.0"?>
 <package>
   <name>mdr_listen_action</name>
-  <version>1.0.1</version>
+  <version>2.0.0</version>
   <description>The mdr_listen_action package</description>
   <maintainer email="robotics@inf.h-brs.de">MAS robotics</maintainer>
-  <author email="patrick.nagel@smail.inf.h-brs.de">Patrick Nagel</author>
   <author email="roberto.cai@smail.inf.h-brs.de">Roberto Cai</author>
+  <author email="patrick.nagel@smail.inf.h-brs.de">Patrick Nagel</author>
   <license>GPLv3</license>
 
   <buildtool_depend>catkin</buildtool_depend>
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/launch/listen.launch b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/launch/listen.launch
index 19c607634..88f7c6615 100644
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/launch/listen.launch
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/launch/listen.launch
@@ -1,4 +1,7 @@
 <?xml version="1.0"?>
 <launch>
-    <node pkg="mdr_listen_action" type="listen" name="listen_server" output="screen" ns="mdr_actions" />
+    <node pkg="mdr_listen_action" type="listen" name="listen_server" output="screen" >
+        <param name="model_directory" type="str" value="$(find mdr_speech_recognition)/config/models/tdnn_en" />
+        <param name="use_kaldi"       value="true"/>
+    </node>
 </launch>
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/scripts/listen b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/scripts/listen
index 211ac0226..55d6ca526 100755
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/scripts/listen
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/scripts/listen
@@ -3,67 +3,49 @@
 """
 Created on 2018.10.09
 
-@author: patrick
+@author: Roberto Cai
+@email: roberto.cai@smail.inf.h-brs.de
 """
-
 import rospy
-import smach
+import actionlib
 
-from smach_ros import ActionServerWrapper, IntrospectionServer
 from mdr_listen_action.msg import ListenAction, ListenResult, ListenFeedback
-from mdr_listen_action_ros.action_states import InitializeListen, InitializationError, WaitForUserInput, ProcessInput, InputError
+from mdr_listen_action.action_states import ListenSM
 
-class ListenSkill(smach.StateMachine):
+class ListenServer(object):
 
     def __init__(self):
-        smach.StateMachine.__init__(self,
-                                    outcomes=['OVERALL_SUCCESS', 'OVERALL_FAIL', 'PREEMPTED'],
-                                    input_keys=['listen_goal'],
-                                    output_keys=['listen_feedback', 'listen_result'])
+        self.model_directory = rospy.get_param('~model_directory')
+        self.use_kaldi = rospy.get_param('~use_kaldi')
+        print(self.model_directory)
+        rospy.loginfo('[listen] Initialising state machine')
+        self.action_sm = ListenSM(model_directory=self.model_directory,
+                                  use_kaldi=self.use_kaldi)
+        rospy.loginfo('[listen] State machine initialised')
+
+        self.action_server = actionlib.SimpleActionServer('listen_server',
+                                                          ListenAction,
+                                                          self.execute, False)
+        self.action_server.start()
+        rospy.loginfo('listen action server ready')
+
+    def execute(self, goal):
+        rospy.loginfo('[listen] Received an action request')
+        self.action_sm.goal = goal
+        self.action_sm.result = None
+        self.action_sm.execution_requested = True
+        while not self.action_sm.result:
+            rospy.sleep(0.05)
+        self.action_server.set_succeeded(self.action_sm.result)
 
-        with self:
-            smach.StateMachine.add('INITIALIZE_LISTEN', InitializeListen(),
-                                   transitions={'succeeded':'WAIT_FOR_USER_INPUT',
-                                                'failed':'INITIALIZATION_ERROR',
-                                                'processing':'INITIALIZE_LISTEN'})
-            smach.StateMachine.add('INITIALIZATION_ERROR', InitializationError(),
-                                   transitions={'error_detected':'OVERALL_FAIL',
-                                                'processing':'INITIALIZATION_ERROR'})
-            smach.StateMachine.add('WAIT_FOR_USER_INPUT', WaitForUserInput(),
-                                   transitions={'input_received':'PROCESS_INPUT',
-                                                'input_not_understood':'INPUT_ERROR',
-                                                'no_input_received':'INPUT_ERROR',
-                                                'processing':'WAIT_FOR_USER_INPUT'})
-            smach.StateMachine.add('PROCESS_INPUT', ProcessInput(),
-                                   transitions={'succeeded':'OVERALL_SUCCESS',
-                                                'input_not_understood':'INPUT_ERROR',
-                                                'processing':'PROCESS_INPUT'})
-            smach.StateMachine.add('INPUT_ERROR', InputError(),
-                                   transitions={'error_detected':'OVERALL_FAIL',
-                                                'processing':'INPUT_ERROR'})
 
 if __name__ == '__main__':
     rospy.init_node('listen_server')
-
-    # construct state machine
-    sm = ListenSkill()
-
-    # smach viewer
-    sis = IntrospectionServer('listen_smach_viewer', sm, '/LISTEN_SMACH_VIEWER')
-    sis.start()
-
-    # construct the action server wrapper
-    asw = ActionServerWrapper(
-        server_name='listen_server',
-        action_spec=ListenAction,
-        wrapped_container=sm,
-        succeeded_outcomes=['OVERALL_SUCCESS'],
-        aborted_outcomes=['OVERALL_FAIL'],
-        preempted_outcomes=['PREEMPTED'],
-        goal_key='listen_goal',
-        feedback_key='listen_feedback',
-        result_key='listen_result')
-
-    # Run the server in the background thread
-    asw.run_server()
-    rospy.spin()
+    listen_server = ListenServer()
+    try:
+        listen_server.action_sm.run()
+        while listen_server.action_sm.is_running and not rospy.is_shutdown():
+            rospy.spin()
+    except (KeyboardInterrupt, SystemExit):
+        print('{0} interrupted; exiting...'.format(listen_server.action_sm.name))
+        pickup_server.action_sm.stop()
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/scripts/listen_client_test b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/scripts/listen_client_test
index e7088729e..8e0147785 100755
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/scripts/listen_client_test
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/scripts/listen_client_test
@@ -3,7 +3,8 @@
 """
 Created on 2019.10.09
 
-@author: Patrick Nagel
+@author: Roberto Cai
+@email: roberto.cai@smail.inf.h-brs.de
 """
 
 import sys
@@ -14,19 +15,6 @@ import actionlib
 
 from mdr_listen_action.msg import ListenAction, ListenGoal
 
-def print_usage_info():
-    rospy.loginfo("usage: listen <duration>")
-    rospy.loginfo("       where the <duration> is measured in seconds and defines "\
-    "how long the robot is in listen-mode")
-    rospy.sleep(2)
-    return raw_input("Enter a duration and confirm with the return key: ")
-
-def proceed_user_input(goal):
-    timeout = 15.0
-    client.send_goal(goal)
-    client.wait_for_result(rospy.Duration.from_sec(int(timeout)))
-    print(client.get_result())
-
 if __name__ == '__main__':
     rospy.init_node('listen_client_test')
     client = actionlib.SimpleActionClient('listen_server', ListenAction)
@@ -35,8 +23,7 @@ if __name__ == '__main__':
     goal = ListenGoal()
     try:
         client.send_goal(goal)
-
-        timeout = 15.0
+        timeout = 10.0
         client.wait_for_result(rospy.Duration.from_sec(int(timeout)))
         rospy.loginfo(client.get_result())
 
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/__init__.py b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action/__init__.py b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action/action_states.py b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action/action_states.py
new file mode 100644
index 000000000..33bd7f6b2
--- /dev/null
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action/action_states.py
@@ -0,0 +1,80 @@
+import rospy
+import speech_recognition as sr
+from pyftsm.ftsm import FTSMTransitions
+from mas_execution.action_sm_base import ActionSMBase
+from mdr_listen_action.msg import ListenResult
+from mdr_speech_recognition.speech_recognizer import SpeechRecognizer
+
+class ListenSM(ActionSMBase):
+    def __init__(self, timeout=120.,
+                 model_directory='',
+                 use_kaldi=True,
+                 max_recovery_attempts=1):
+        super(ListenSM, self).__init__('Listen', [], max_recovery_attempts)
+        self.model_directory = model_directory
+        self.use_kaldi = use_kaldi
+        self.timeout = timeout
+        self.listen_client = None
+
+        self.recognizer = sr.Recognizer()
+        if self.use_kaldi:
+            try:
+                self.recognizer.load_kaldi_model(model_directory=self.model_directory)
+            except Exception as exc:
+                rospy.logerr(exc)
+                self.use_kaldi = False
+                rospy.logerr('Unable to load Kaldi model. Using PocketSphinx as offline speech recognition')
+        self.microphone = sr.Microphone()
+        self.recognized_speech = ''
+
+    def running(self):
+        with self.microphone as source:
+            self.recognizer.adjust_for_ambient_noise(source)
+        try:
+            with self.microphone as source:
+                rospy.loginfo("Listening...")
+                audio = self.recognizer.listen(source)
+                rospy.loginfo("Got a sound; recognizing...")
+                if self.use_kaldi:
+                    try:
+                        self.recognized_speech = self.recognizer.recognize_kaldi(audio)[0]
+                    except sr.UnknownValueError:
+                        rospy.logerr("Input not understood.")
+                        return FTSMTransitions.DONE
+                    except sr.RequestError:
+                        rospy.logerr("No input received")
+                        return FTSMTransitions.DONE
+                else:
+                    if SpeechRecognizer.check_internet_connection():
+                        try:
+                            self.recognized_speech = self.recognizer.recognize_google(audio)
+                        except sr.UnknownValueError:
+                            rospy.logerr("Google: Input not understood.")
+                            return FTSMTransitions.DONE
+                        except sr.RequestError:
+                            rospy.logerr("Google: No input received")
+                            return FTSMTransitions.DONE
+                    else:
+                        try:
+                            self.recognized_speech = self.recognizer.recognize_sphinx(audio)
+                        except sr.UnknownValueError:
+                            rospy.logerr("PocketSphinx: Input not understood.")
+                            return FTSMTransitions.DONE
+                        except sr.RequestError:
+                            rospy.logerr("PocketSphinx: No input received")
+                            return FTSMTransitions.DONE
+        except Exception as exc:
+            rospy.logerr(exc)
+        if self.recognized_speech != '':
+            self.result = self.set_result(True, self.recognized_speech)
+        else:
+            self.result = self.set_result(False, self.recognized_speech)
+
+        return FTSMTransitions.DONE
+
+
+    def set_result(self, success, message):
+        result = ListenResult()
+        result.success = success
+        result.message = message
+        return result
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action_ros/action_states.py b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action_ros/action_states.py
deleted file mode 100644
index 0ef4fb1c1..000000000
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/ros/src/mdr_listen_action_ros/action_states.py
+++ /dev/null
@@ -1,221 +0,0 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-"""
-Created on 2018.10.09
-
-@author: Patrick Nagel
-"""
-
-import rospy
-import smach
-import speech_recognition as sr
-
-from mdr_listen_action.msg import ListenResult, ListenFeedback
-from speech_matching.speech_matching import SpeechMatching
-from mdr_speech_recognition.speech_recognizer import SpeechRecognizer
-
-class InitializeListen(smach.State):
-
-    def __init__(self):
-        smach.State.__init__(self, outcomes=['succeeded', 'failed', 'processing'],
-                             input_keys=['error_message', 'listen_feedback'],
-                             output_keys=['listen_feedback', 'init_error_message'])
-        self.feedback_given = False
-
-    def execute(self, userdata):
-        rospy.loginfo("Executing state InitializeListen")
-
-        # Give some feedback.
-        while not self.feedback_given:
-            userdata.listen_feedback = ListenFeedback()
-            userdata.listen_feedback.status_initialization = "in_progess"
-            userdata.listen_feedback.status_wait_for_user_input = "pending"
-            userdata.listen_feedback.status_process_input = "pending"
-            userdata.listen_feedback.error_detected = False
-            self.feedback_given = True
-            return 'processing'
-
-        initialization_successful = True
-        if initialization_successful:
-            rospy.loginfo("Initialization successful!")
-            return 'succeeded'
-        else:
-            # Example for a possible error message.
-            userdata.init_error_message = "Microphones could not be initialized."
-            rospy.logerr("Microphones could not be initialized.")
-            return 'failed'
-
-
-class WaitForUserInput(smach.State):
-
-    def __init__(self):
-        smach.State.__init__(self, outcomes=['input_received', 'input_not_understood', 'no_input_received', 'processing'],
-                             input_keys=['listen_feedback', 'accoustic_input'],
-                             output_keys=['listen_feedback', 'accoustic_input',
-                                          'input_error_message'])
-        self.feedback_given = False
-        self.input_received = False
-
-    def callback(self, data, userdata):
-        rospy.loginfo("I heard: " + data)
-
-        # TODO: SpeechVerifier, here!
-        #sv = SpeechVerifier("../../../common/config/dict", "../../../common/config/sentence_pool.txt", data.sentences)
-        #userdata.accoustic_input = sv.find_best_match()
-        self.input_received = True
-        userdata.accoustic_input = data
-
-    def execute(self, userdata):
-        rospy.loginfo("Executing state WaitForUserInput")
-
-        # Give some feedback.
-        while not self.feedback_given:
-            userdata.listen_feedback.status_initialization = "completed"
-            userdata.listen_feedback.status_wait_for_user_input = "in_progress"
-            userdata.listen_feedback.status_process_input = "pending"
-            userdata.listen_feedback.error_detected = False
-            self.feedback_given = True
-            return 'processing'
-
-        recognizer = sr.Recognizer()
-        microphone = sr.Microphone()
-
-        with microphone as source:
-            recognizer.adjust_for_ambient_noise(source)
-
-        with microphone as source:
-            rospy.loginfo("Listening...")
-            audio = recognizer.listen(source)
-        rospy.loginfo("Got a sound; recognizing...")
-
-        """
-        Google over PocketSphinx: In case there is a internet connection
-        use google, otherwise use pocketsphinx for speech recognition.
-        """
-        if SpeechRecognizer.check_internet_connection():
-            try:
-                recognized_speech = recognizer.recognize_google(audio)
-            except sr.UnknownValueError:
-                userdata.input_error_message = "Input not understood."
-                rospy.logerr("Input not understood.")
-                return 'input_not_understood'
-            except sr.RequestError:
-                userdata.input_error_message = "No input received."
-                rospy.logerr("No input received")
-                return 'no_input_received'
-        else:
-            try:
-                recognized_speech = recognizer.recognize_sphinx(audio)
-            except sr.UnknownValueError:
-                userdata.input_error_message = "Input not understood."
-                rospy.logerr("Input not understood.")
-                return 'input_not_understood'
-            except sr.RequestError:
-                userdata.input_error_message = "No input received."
-                rospy.logerr("No input received")
-                return 'no_input_received'
-
-        self.callback(recognized_speech, userdata)
-
-        if self.input_received:
-            return 'input_received'
-
-        userdata.input_error_message = "No input received."
-        rospy.logerr("No input received.")
-        return 'no_input_received'
-
-
-class InitializationError(smach.State):
-
-    def __init__(self):
-        smach.State.__init__(self, outcomes=['error_detected', 'processing'],
-                             input_keys=['error_message_in', 'listen_feedback'],
-                             output_keys=['listen_feedback', 'listen_result'])
-        self.feedback_given = False
-
-    def execute(self, userdata):
-        rospy.loginfo("Executing state InitializationError")
-
-        # Give some feedback.
-        while not self.feedback_given:
-            userdata.listen_feedback.status_initialization = "aborted"
-            userdata.listen_feedback.status_wait_for_user_input = "pending"
-            userdata.listen_feedback.status_process_input = "pending"
-            userdata.listen_feedback.error_detected = True
-            self.feedback_given = True
-            return 'processing'
-
-        result = ListenResult()
-        result.success = False
-        result.message = "None"
-        result.message_type = "None"
-        userdata.listen_result = result
-        return 'error_detected'
-
-
-class ProcessInput(smach.State):
-
-    def __init__(self):
-        smach.State.__init__(self, outcomes=['succeeded', 'input_not_understood', 'processing'],
-                             input_keys=['accoustic_input', 'listen_feedback',
-                                         'input_error_message'],
-                             output_keys=['listen_feedback', 'listen_result',
-                                          'input_error_message'])
-        self.feedback_given = False
-        self.feedback_updated = False
-
-    def execute(self, userdata):
-        rospy.loginfo("Executing state ProcessInput")
-
-        # Give some feedback.
-        while not self.feedback_given:
-            userdata.listen_feedback.status_initialization = "completed"
-            userdata.listen_feedback.status_wait_for_user_input = "completed"
-            userdata.listen_feedback.status_process_input = "in_progress"
-            userdata.listen_feedback.error_detected = False
-            self.feedback_given = True
-            return 'processing'
-
-        sm = SpeechMatching()
-        matching_result = sm.match_sentence(userdata.accoustic_input)
-
-        result = ListenResult()
-        if matching_result[1][1] != 0:
-            rospy.loginfo("This is what I think you meant: %s", matching_result[1][0])
-            result.success = True
-        else:
-            rospy.loginfo("I'm sorry, I don't know what you said. ")
-            return 'input_not_understood'
-
-        result.message = matching_result[1][0]
-        result.message_type = matching_result[0]
-        userdata.listen_result = result
-        return 'succeeded'
-
-
-class InputError(smach.State):
-
-    def __init__(self):
-        smach.State.__init__(self, outcomes=['error_detected', 'processing'],
-                             input_keys=['error_message_in', 'listen_feedback'],
-                             output_keys=['listen_feedback', 'listen_result'])
-        self.feedback_given = False
-
-    def execute(self, userdata):
-        rospy.loginfo("Executing state InputError")
-
-        # Give some feedback.
-        while not self.feedback_given:
-            userdata.listen_feedback.status_initialization = "completed"
-            userdata.listen_feedback.status_wait_for_user_input = "completed"
-            userdata.listen_feedback.status_process_input = "aborted"
-            userdata.listen_feedback.error_detected = True
-            self.feedback_given = True
-            return 'processing'
-
-        result = ListenResult()
-        result.success = False
-        result.message = "None"
-        result.message_type = "None"
-        userdata.listen_result = result
-        return 'error_detected'
diff --git a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/setup.py b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/setup.py
index e938e3048..6436bc0c3 100644
--- a/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/setup.py
+++ b/mdr_planning/mdr_actions/mdr_speech_actions/mdr_listen_action/setup.py
@@ -4,7 +4,7 @@
 from catkin_pkg.python_setup import generate_distutils_setup
 
 d = generate_distutils_setup(
-   packages=['mdr_listen_action_ros'],
-   package_dir={'': 'ros/src/'})
+   packages=['mdr_listen_action'],
+   package_dir={'mdr_listen_action': 'ros/src/mdr_listen_action'})
 
 setup(**d)
diff --git a/mdr_planning/mdr_behaviours/mdr_hri_behaviours/CMakeLists.txt b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/CMakeLists.txt
new file mode 100644
index 000000000..e9b8778ed
--- /dev/null
+++ b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/CMakeLists.txt
@@ -0,0 +1,25 @@
+cmake_minimum_required(VERSION 2.8.3)
+project(mdr_hri_behaviours)
+
+find_package(catkin REQUIRED COMPONENTS
+  rospy
+  roslint
+  smach
+  mas_execution_manager
+  mdr_rosplan_interface
+)
+
+roslint_python()
+catkin_python_setup()
+
+catkin_package(
+ CATKIN_DEPENDS
+   rospy
+   smach
+   mas_execution_manager
+   mdr_rosplan_interface
+)
+
+include_directories(
+  ${catkin_INCLUDE_DIRS}
+)
diff --git a/mdr_planning/mdr_behaviours/mdr_hri_behaviours/common/config/names.txt b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/common/config/names.txt
new file mode 100644
index 000000000..9191d0b92
--- /dev/null
+++ b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/common/config/names.txt
@@ -0,0 +1,22 @@
+- Female
+    - Sophia
+    - Isabella
+    - Emma
+    - Olivia
+    - Ava
+    - Emily
+    - Abigail
+    - Madison
+    - Mia
+    - Chloe
+- Male
+    - James
+    - John
+    - Robert
+    - Michael
+    - William
+    - David
+    - Richard
+    - Charles
+    - Joseph
+    - Thomas
diff --git a/mdr_planning/mdr_behaviours/mdr_hri_behaviours/package.xml b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/package.xml
new file mode 100644
index 000000000..10b20ba65
--- /dev/null
+++ b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/package.xml
@@ -0,0 +1,25 @@
+<?xml version="1.0"?>
+<package>
+  <name>mdr_hri_behaviours</name>
+  <version>1.0.0</version>
+  <description>A package for common HRI-related robot behaviours</description>
+
+  <author email="patrick.nagel@h-brs.de">Patrick Nagel</author>
+  <maintainer email="robotics@inf.h-brs.de">MAS robotics</maintainer>
+
+  <license>GPLv3</license>
+
+  <buildtool_depend>catkin</buildtool_depend>
+  <build_depend>rospy</build_depend>
+  <build_depend>roslint</build_depend>
+  <build_depend>smach</build_depend>
+  <build_depend>mas_execution_manager</build_depend>
+  <build_depend>mdr_rosplan_interface</build_depend>
+
+  <run_depend>rospy</run_depend>
+  <run_depend>smach</run_depend>
+  <run_depend>mas_execution_manager</run_depend>
+  <run_depend>mdr_rosplan_interface</run_depend>
+
+  <export></export>
+</package>
diff --git a/mdr_planning/mdr_behaviours/mdr_hri_behaviours/ros/src/mdr_hri_behaviours/__init__.py b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/ros/src/mdr_hri_behaviours/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/mdr_planning/mdr_behaviours/mdr_hri_behaviours/ros/src/mdr_hri_behaviours/retrieve_information.py b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/ros/src/mdr_hri_behaviours/retrieve_information.py
new file mode 100644
index 000000000..759998608
--- /dev/null
+++ b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/ros/src/mdr_hri_behaviours/retrieve_information.py
@@ -0,0 +1,60 @@
+import rospy
+import actionlib
+
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+from rasa_nlu.model import Interpreter
+from mdr_listen_action.msg import ListenAction, ListenGoal
+from mas_tools.ros_utils import get_package_path
+
+class RetrieveInformation(ScenarioStateBase):
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'retrieve_information',
+                                   save_sm_state=save_sm_state,
+                                   outcomes=['succeeded', 'failed'],
+                                   input_keys=['command'])
+        self.number_of_retries = kwargs.get('number_of_retries', 0)
+        self.timeout = kwargs.get('timeout', 120.)
+
+        self.threshold = kwargs.get('threshold', 0.68)
+
+
+        # Load rasa nlu model
+        model_directory = get_package_path('rasa_nlu_models','common',
+                                           'mdr_hri_behaviours_models','nlu')
+        self.interpreter = Interpreter.load(model_directory)
+
+    def execute(self, userdata):
+        rospy.loginfo('Retrieving information from operator ...')
+
+        client = actionlib.SimpleActionClient("listen_server", ListenAction)
+        client.wait_for_server()
+        goal = ListenGoal()
+
+        self.say('Who should I look for?')
+        repeated_questions = 0
+        ongoing_conversation = True
+        while ongoing_conversation and repeated_questions < 3:
+            client.send_goal(goal)
+            client.wait_for_result(rospy.Duration.from_sec(int(self.timeout)))
+            recognized_speech = client.get_result()
+
+            result = self.interpreter.parse(recognized_speech.message)
+            intent_of_result = result["intent"]
+            print(result)
+            if intent_of_result["name"] == "find" and intent_of_result["confidence"] >= self.threshold:
+                names = [x["entity"].lower() for x in result["entities"]]
+                facts_to_add = []
+                for name in names:
+                    fact = ('searched', [('person', name)])
+                    facts_to_add.append(fact)
+                self.kb_interface.insert_facts(facts_to_add)
+
+                ongoing_conversation = False
+                self.succeeded = True
+            elif intent_of_result["name"] != "find" or intent_of_result["confidence"] < self.threshold:
+                repeated_questions += 1
+                self.say("I did not understand you. Could you repeat please?")
+
+        if not ongoing_conversation:
+            return 'succeeded'
+        return 'failed'
diff --git a/mdr_planning/mdr_behaviours/mdr_hri_behaviours/setup.py b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/setup.py
new file mode 100644
index 000000000..ef87c0bed
--- /dev/null
+++ b/mdr_planning/mdr_behaviours/mdr_hri_behaviours/setup.py
@@ -0,0 +1,11 @@
+#!/usr/bin/env python
+
+from distutils.core import setup
+from catkin_pkg.python_setup import generate_distutils_setup
+
+d = generate_distutils_setup(
+    packages=['mdr_hri_behaviours'],
+    package_dir={'mdr_hri_behaviours': 'ros/src/mdr_hri_behaviours'}
+)
+
+setup(**d)
diff --git a/mdr_planning/mdr_behaviours/mdr_perception_behaviours/ros/src/mdr_perception_behaviours/find_people.py b/mdr_planning/mdr_behaviours/mdr_perception_behaviours/ros/src/mdr_perception_behaviours/find_people.py
new file mode 100644
index 000000000..bb55bab2a
--- /dev/null
+++ b/mdr_planning/mdr_behaviours/mdr_perception_behaviours/ros/src/mdr_perception_behaviours/find_people.py
@@ -0,0 +1,55 @@
+import rospy
+import time
+import rosplan_dispatch_msgs.msg as plan_dispatch_msgs
+import diagnostic_msgs.msg as diag_msgs
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+
+class FindPeople(ScenarioStateBase):
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'find_people',
+                                   save_sm_state=save_sm_state,
+                                   outcomes=['succeeded', 'failed', 'failed_after_retrying'])
+        self.sm_id = kwargs.get('sm_id', '')
+        self.state_name = kwargs.get('state_name', 'find_people')
+        self.number_of_retries = kwargs.get('number_of_retries', 0)
+        self.retry_count = 0
+        self.timeout = 120.
+
+    def execute(self, userdata):
+        rospy.loginfo('[find_people] Trying to find people')
+        dispatch_msg = self.get_dispatch_msg()
+        self.action_dispatch_pub.publish(dispatch_msg)
+
+        self.executing = True
+        self.succeeded = False
+        start_time = time.time()
+        duration = 0.
+        while self.executing and duration < self.timeout:
+            rospy.sleep(0.1)
+            duration = time.time() - start_time
+
+        if self.succeeded:
+            rospy.loginfo('[find_people] Successfully found people')
+            self.say('Successfully found people')
+            return 'succeeded'
+
+        rospy.loginfo('Could not find people')
+        self.say('Could not find people')
+        if self.retry_count == self.number_of_retries:
+            rospy.loginfo('[find_people] Failed to find people')
+            self.say('Aborting operation')
+            return 'failed_after_retrying'
+        rospy.loginfo('[find_people] Retrying to find people')
+        self.retry_count += 1
+        return 'failed'
+
+    def get_dispatch_msg(self):
+        dispatch_msg = plan_dispatch_msgs.ActionDispatch()
+        dispatch_msg.name = self.action_name
+
+        arg_msg = diag_msgs.KeyValue()
+        arg_msg.key = 'bot'
+        arg_msg.value = self.robot_name
+        dispatch_msg.parameters.append(arg_msg)
+
+        return dispatch_msg
diff --git a/mdr_planning/mdr_rosplan_interface/config/default_domain.pddl b/mdr_planning/mdr_rosplan_interface/config/default_domain.pddl
index d33d086f9..5b5a3a549 100644
--- a/mdr_planning/mdr_rosplan_interface/config/default_domain.pddl
+++ b/mdr_planning/mdr_rosplan_interface/config/default_domain.pddl
@@ -9,6 +9,7 @@
         robot
         door
         plane
+        person
     )
 
     (:predicates
@@ -26,6 +27,8 @@
         (in ?obj - object ?source - object)
         (holding ?bot - robot ?obj - object)
         (empty_gripper ?bot - robot)
+        (known ?person - person)
+        (unknown ?person - person)
     )
 
     (:durative-action move_base
diff --git a/mdr_planning/mdr_rosplan_interface/ros/launch/rosplan.launch b/mdr_planning/mdr_rosplan_interface/ros/launch/rosplan.launch
index 073a01f1e..7e8244e0d 100644
--- a/mdr_planning/mdr_rosplan_interface/ros/launch/rosplan.launch
+++ b/mdr_planning/mdr_rosplan_interface/ros/launch/rosplan.launch
@@ -4,12 +4,15 @@
     <arg name="planner_path" default="$(find rosplan_planning_system)/common/bin/" />
     <arg name="data_path" default="" />
     <arg name="domain_path" default="$(find mdr_rosplan_interface)/config/default_domain.pddl" />
-    <arg name="problem_path" default="" />
-    <arg name="strl_file_path" default="" />
+    <arg name="problem_path" default="$(find mdr_rosplan_interface)/config/problem.pddl" />
+    <arg name="strl_file_path" default="$(find mdr_rosplan_interface)/config/plan.pddl" />
     <arg name="planner_command" default="timeout 10 $(find rosplan_planning_system)/common/bin/popf -n DOMAIN PROBLEM" />
     <arg name="action_dispatch_topic" default="/kcl_rosplan/action_dispatch" />
     <arg name="action_feedback_topic" default="/kcl_rosplan/action_feedback" />
 
+    <param name="/ontology_url" value="file://$(find mas_knowledge_base)/common/ontology/apartment_go_2019.owl" />
+    <param name="/ontology_class_prefix" value="apartment" />
+
     <!-- data paths -->
     <param name="/rosplan/data_path" value="$(arg data_path)" />
     <param name="/rosplan/planner_path" value="$(arg planner_path)" />
diff --git a/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_patrol/config/patrol_sm.yaml b/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_patrol/config/patrol_sm.yaml
index 57ec6da66..82d572058 100644
--- a/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_patrol/config/patrol_sm.yaml
+++ b/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_patrol/config/patrol_sm.yaml
@@ -22,7 +22,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [KITCHEN, LIVING_ROOM, TABLE, SHELF, TABLE]
+                value: [kitchen, living_room, table, shelf, table]
             - argument:
                 name: number_of_retries
                 value: 3
diff --git a/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_simple_pick_and_place/config/pick_and_place_sm.yaml b/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_simple_pick_and_place/config/pick_and_place_sm.yaml
index fb9e67142..ae84c2a3a 100644
--- a/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_simple_pick_and_place/config/pick_and_place_sm.yaml
+++ b/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_simple_pick_and_place/config/pick_and_place_sm.yaml
@@ -22,7 +22,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [TABLE]
+                value: [table]
             - argument:
                 name: number_of_retries
                 value: 3
diff --git a/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_throw_table_objects/config/throw_table_objects_sm.yaml b/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_throw_table_objects/config/throw_table_objects_sm.yaml
index ce173fbae..685a1ee67 100644
--- a/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_throw_table_objects/config/throw_table_objects_sm.yaml
+++ b/mdr_planning/mdr_scenarios/mdr_demos/mdr_demo_throw_table_objects/config/throw_table_objects_sm.yaml
@@ -22,7 +22,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [OBSERVATION_POSE]
+                value: [observation_pose]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -64,7 +64,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [TABLE]
+                value: [table]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -130,7 +130,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [TRASH_CAN]
+                value: [trash_can]
             - argument:
                 name: number_of_retries
                 value: 3
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/CMakeLists.txt b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/CMakeLists.txt
new file mode 100644
index 000000000..e0be3ff7f
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/CMakeLists.txt
@@ -0,0 +1,29 @@
+cmake_minimum_required(VERSION 2.8.3)
+project(mdr_find_my_mates)
+
+find_package(catkin REQUIRED COMPONENTS
+  rospy
+  roslint
+  mas_execution_manager
+  mdr_find_people
+  mdr_move_base_action
+  mdr_navigation_behaviours
+  mdr_perception_behaviours
+)
+
+catkin_package(
+  CATKIN_DEPENDS
+    rospy
+    mas_execution_manager
+    mdr_find_people
+    mdr_move_base_action
+    mdr_navigation_behaviours
+    mdr_perception_behaviours
+)
+
+catkin_python_setup()
+roslint_python()
+
+install(DIRECTORY ros/launch/
+  DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION}/ros/launch
+)
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/README.md b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/README.md
new file mode 100644
index 000000000..ec2e6a3a2
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/README.md
@@ -0,0 +1,47 @@
+# mdr_find_my_mates
+
+## Goal
+
+In this task, the robot has to correctly report the location of two guests inside a room and describe them to an operator who only knows the guest's names. It is important that the description is unique and not the same for both guests. The location of the guests needs to be described considering the surroundings.
+
+## Bonus reward
+
+In case the robot reports and describes a third person, the team receives bonus points.
+
+## Restrictions
+
+The maximum time for this task is five minutes.
+
+## Subtasks involved
+
+- Localize a guest.
+  - Navigate around and recognize sitting or standing persons.
+  - Recognize the surrounding and save it together with the person's position.
+- Approach a guest.
+  - Navigate to a person.
+  - Analyze the person's appearance and save it.
+  - Start an interview and save the information from the conversation.
+- Report to an operator.
+  - Navigate to the operator and describe the collected information. 
+
+
+## Running the task
+
+We provide and example of what needs to be run for the store groceries task. The first step is localizing the robot. You can localize it using rviz. This localization step can be done from running rviz from your computer.
+
+1. To run rviz in your computer, first export the ROS master from the robot. On your terminal, write:
+
+    ```
+    export ROS_MASTER_URI=http://<Robot_IP>:11311/
+    rviz
+    ```
+
+2. Load the config file with the robot model.
+
+3. Use the 2D Pose Estimate to localize the robot in the map.
+
+4. Now that the robot is localized, you can run the find my mates task.
+
+    ```
+    roslaunch mdr_find_my_mates.launch
+    ```
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/config/find_my_mates_sm.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/config/find_my_mates_sm.yaml
new file mode 100644
index 000000000..99a3aa011
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/config/find_my_mates_sm.yaml
@@ -0,0 +1,202 @@
+# Description: Defines a state machine for a RoboCup@Home find my mates scenario
+# Author: Patrick Nagel
+# Email: patrick.nagel@h-brs.de
+sm_id: mdr_find_my_mates
+states: [ENTER_LIVING_ROOM, RECEIVE_INFORMATION_FROM_OPERATOR, PREPARE_TO_SCAN_PEOPLE, DETECT_PEOPLE, CHECK_LIST_OF_PEOPLE_TO_FIND, CHANGE_PERSPECTIVE, GO_TO_PERSON, ASK_NAME, GO_TO_OPERATOR, DESCRIBE_PERSON, REPORT_TO_OPERATOR, EXIT]
+outcomes: [DONE, FAILED]
+state_descriptions:
+    - state:
+        name: ENTER_LIVING_ROOM
+        state_module_name: mdr_navigation_behaviours.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+            - transition:
+                name: failed
+                state: ENTER_LIVING_ROOM
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: destination_locations
+                value: [find_people]
+    - state:
+        name: RECEIVE_INFORMATION_FROM_OPERATOR
+        state_module_name: mdr_hri_behaviours.retrieve_information
+        state_class_name: RetrieveInformation
+        transitions:
+            - transition:
+                name: succeeded
+                state: PREPARE_TO_SCAN_PEOPLE
+            - transition:
+                name: failed
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+    - state:
+        name: PREPARE_TO_SCAN_PEOPLE
+        state_module_name: mas_hsr_store_groceries.scenario_states.scan_shelf
+        state_class_name: ScanShelf
+        transitions:
+            - transition:
+                name: succeeded
+                state: DETECT_PEOPLE
+            - transition:
+                name: failed
+                state: PREPARE_TO_SCAN_PEOPLE
+        arguments:
+            - argument:
+                name: head_joints
+                value:
+                    head_tilt_joint: -0.2
+    - state:
+        name: DETECT_PEOPLE
+        state_module_name: mdr_perception_behaviours.find_people
+        state_class_name: FindPeople
+        transitions:
+            - transition:
+                name: succeeded
+                state: CHECK_LIST_OF_PEOPLE_TO_FIND
+            - transition:
+                name: failed
+                state: CHANGE_PERSPECTIVE
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: CHANGE_PERSPECTIVE
+        state_module_name: mdr_navigation_behaviours.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: DETECT_PEOPLE
+            - transition:
+                name: failed
+                state: CHANGE_PERSPECTIVE
+            - transition:
+                name: failed_after_retrying
+                state: DETECT_PEOPLE
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: destination_locations
+                value: [kitchen_table_left]
+    - state:
+        name: CHECK_LIST_OF_PEOPLE_TO_FIND
+        state_module_name: mdr_find_my_mates.scenario_states.check_mates_to_find
+        state_class_name: CheckMatesToFind
+        transitions:
+            - transition:
+                name: mates_left
+                state: GO_TO_PERSON
+            - transition:
+                name: no_mates_left
+                state: GO_TO_OPERATOR
+    - state:
+        name: GO_TO_PERSON
+        state_module_name: mdr_find_my_mates.scenario_states.move_to_person
+        state_class_name: MoveToPerson
+        transitions:
+            - transition:
+                name: succeeded
+                state: ASK_NAME
+            - transition:
+                name: failed
+                state: GO_TO_PERSON
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: ASK_NAME
+        state_module_name: mdr_find_my_mates.scenario_states.interview_person
+        state_class_name: InterviewPerson
+        transitions:
+            - transition:
+                name: succeeded
+                state: DESCRIBE_PERSON
+            - transition:
+                name: failed
+                state: ASK_NAME
+            - transition:
+                name: failed_after_retrying
+                state: CHECK_LIST_OF_PEOPLE_TO_FIND
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 5
+    - state:
+        name: DESCRIBE_PERSON
+        state_module_name: mdr_find_my_mates.scenario_states.describe_person
+        state_class_name: DescribePerson
+        transitions:
+            - transition:
+                name: succeeded
+                state: CHECK_LIST_OF_PEOPLE_TO_FIND
+    - state:
+        name: GO_TO_OPERATOR
+        state_module_name: mdr_navigation_behaviours.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: REPORT_TO_OPERATOR
+            - transition:
+                name: failed
+                state: GO_TO_OPERATOR
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: destination_locations
+                value: [find_people]
+    - state:
+        name: REPORT_TO_OPERATOR
+        state_module_name: mdr_find_my_mates.scenario_states.report
+        state_class_name: Report
+        transitions:
+            - transition:
+                name: succeeded
+                state: EXIT
+            - transition:
+                name: failed
+                state: REPORT_TO_OPERATOR
+    - state:
+        name: EXIT
+        state_module_name: mdr_navigation_behaviours.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: DONE
+            - transition:
+                name: failed
+                state: EXIT
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: destination_locations
+                value: [outside_arena]
+            - argument:
+                name: number_of_retries
+                value: 3
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/package.xml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/package.xml
new file mode 100644
index 000000000..97eec5e5d
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/package.xml
@@ -0,0 +1,35 @@
+<?xml version="1.0"?>
+<package format="2">
+  <name>mdr_find_my_mates</name>
+  <version>1.0.0</version>
+
+  <description>State machine and launch files for a RoboCup@Home "finy my mates" scenario</description>
+
+  <license>GPLv3</license>
+
+  <author email="patrick.nagel@h-brs.de">Patrick Nagel</author>
+  <maintainer email="robotics@inf.h-brs.de">MAS robotics</maintainer>
+
+  <buildtool_depend>catkin</buildtool_depend>
+
+  <build_depend>rospy</build_depend>
+
+  <build_depend>roslint</build_depend>
+  <build_depend>mdr_find_people</build_depend>
+
+  <build_depend>mas_execution_manager</build_depend>
+
+  <build_depend>mdr_move_base_action</build_depend>
+  <build_depend>mdr_navigation_behaviours</build_depend>
+  <build_depend>mdr_perception_behaviours</build_depend>
+
+  <exec_depend>rospy</exec_depend>
+  <exec_depend>mas_execution_manager</exec_depend>
+
+  <exec_depend>mdr_find_people</exec_depend>
+
+  <exec_depend>mdr_move_base_action</exec_depend>
+  <exec_depend>mdr_navigation_behaviours</exec_depend>
+  <exec_depend>mdr_perception_behaviours</exec_depend>
+  <exec_depend>mdr_manipulation_behaviours</exec_depend>
+</package>
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/launch/find_my_mates.launch b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/launch/find_my_mates.launch
new file mode 100644
index 000000000..85cf0d894
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/launch/find_my_mates.launch
@@ -0,0 +1,20 @@
+<?xml version="1.0"?>
+<launch>
+    <arg name="robot_env" default="$(optenv ROBOT_ENV !!NO_ROBOT_ENV_SET!!)" />
+    <include file="$(find mdr_rosplan_interface)/ros/launch/rosplan.launch">
+        <arg name="data_path" value="$(find mdr_find_my_mates)/config/" />
+        <arg name="domain_path" value="$(find mdr_rosplan_interface)/config/default_domain.pddl" />
+        <arg name="problem_path" value="$(find mdr_find_my_mates)/config/problem.pddl" />
+        <arg name="strl_file_path" value="$(find mdr_find_my_mates)/config/plan.strl" />
+    </include>
+
+    <include file="$(find mdr_find_people)/ros/launch/find_people.launch" />
+    <include file="$(find mdr_find_people)/ros/launch/find_people_client.launch" />
+    <include file="$(find mdr_listen_action)/ros/launch/listen.launch" />
+    <include file="$(find mdr_move_base_action)/ros/launch/move_base_client.launch" />
+
+    <!-- State machine -->
+    <node pkg="mas_execution_manager" type="state_machine_creator" name="find_my_mates" output="screen">
+        <param name="sm_config_file" type="str" value="$(find mdr_find_my_mates)/config/find_my_mates_sm.yaml" />
+    </node>
+</launch>
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/__init__.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/__init__.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/check_mates_to_find.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/check_mates_to_find.py
new file mode 100644
index 000000000..cfe401d7c
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/check_mates_to_find.py
@@ -0,0 +1,15 @@
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+
+class CheckMatesToFind(ScenarioStateBase):
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'check_mates_to_find',
+                                   save_sm_state=save_sm_state,
+                                   outcomes=['mates_left', 'no_mates_left'])
+        self.sm_id = kwargs.get('sm_id', '')
+        self.state_name = kwargs.get('state_name', 'check_mates_to_find')
+
+    def execute(self, userdata):
+        unknown_instances = self.kb_interface.get_all_attributes('unknown')
+        if unknown_instances:
+            return 'mates_left'
+        return 'no_mates_left'
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/describe_person.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/describe_person.py
new file mode 100644
index 000000000..5fce8a288
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/describe_person.py
@@ -0,0 +1,49 @@
+import cv2
+import rospy
+import numpy as np
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+from mas_perception_msgs.msg import Person
+from mdr_perception_msgs.msg import PersonInfo
+from cv_bridge import CvBridge, CvBridgeError
+
+class DescribePerson(ScenarioStateBase):
+
+    COLOR_MAP_NAMES = ['red', 'yellow', 'green', 'cyan', 'blue', 'magenta', 'red']
+    COLOR_MAP_HUES = [30, 90, 150, 210, 270, 330, 360]
+
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'describe_person',
+                                   save_sm_state=save_sm_state,
+                                   input_keys=['person_name'],
+                                   outcomes=['succeeded'])
+        self.bridge = CvBridge()
+        self.sm_id = kwargs.get('sm_id', '')
+        self.state_name = kwargs.get('state_name', 'describe_person')
+
+    def execute(self, userdata):
+        if self.save_sm_state:
+            self.save_current_state()
+
+        person_msg = self.kb_interface.get_obj_instance(userdata.person_name, Person)
+        person_info_msg = self.kb_interface.get_obj_instance(userdata.person_name, PersonInfo)
+        try:
+            cv_image = self.bridge.imgmsg_to_cv2(person_msg.rgb_image, "bgr8")
+        except CvBridgeError as e:
+            rospy.logerr(e.msg)
+
+        hsv = cv2.cvtColor(cv_image, cv2.COLOR_BGR2HSV)
+        hsv_mean = np.mean(hsv.reshape((-1,3)), axis=0)
+        hue_value = hsv_mean[0] / 255 * 360  # convert to degrees
+        person_info_msg.clothes_colour = self.get_color_name(hue_value)
+
+        self.kb_interface.update_obj_instance(userdata.person_name, PersonInfo)
+
+        rospy.loginfo('Person described successfully')
+        return 'succeeded'
+
+    def get_color_name(self, hue_val):
+        for i in range(len(self.COLOR_MAP_NAMES)):
+            color_hue = self.COLOR_MAP_HUES[i]
+            if hue_val < color_hue:
+                return self.COLOR_MAP_NAMES[i]
+        raise ValueError('hue value invalid: ' + hue_val)
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/interview_person.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/interview_person.py
new file mode 100644
index 000000000..5677302fd
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/interview_person.py
@@ -0,0 +1,95 @@
+import rospy
+import actionlib
+import rospkg
+from rasa_nlu.model import Interpreter
+
+from mas_perception_msgs.msg import Person
+from mdr_perception_msgs.msg import PersonInfo
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+
+from mdr_listen_action.msg import ListenAction, ListenGoal
+
+class InterviewPerson(ScenarioStateBase):
+
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'interview',
+                                   save_sm_state=save_sm_state,
+                                   input_keys=['person_interviewing'],
+                                   output_keys=['person_name'],
+                                   outcomes=['succeeded', 'failed',
+                                             'failed_after_retrying'])
+        self.sm_id = kwargs.get('sm_id', '')
+        self.state_name = kwargs.get('state_name', 'interview')
+        self.number_of_retries = kwargs.get('number_of_retries', 0)
+        self.timeout = kwargs.get('timeout', 120.)
+
+        self.threshold = kwargs.get('threshold', 0.68)
+
+        rospack = rospkg.RosPack()
+        package_directory = rospack.get_path("mdr_hri_behaviours")
+        model_directory = (package_directory + '/common/models/')               # MODEL DIRECTORY
+        self.interpreter = Interpreter.load(model_directory)
+
+    def execute(self, userdata):
+        if self.save_sm_state:
+            self.save_current_state()
+
+        person_identifier = userdata.person_interviewing
+        known_male_names = [x.lower() for x in self.ontology_interface.get_instances_of('Male')]
+        known_female_names = [x.lower() for x in self.ontology_interface.get_instances_of('Female')]
+
+        client = actionlib.SimpleActionClient("listen_server", ListenAction)
+        client.wait_for_server()
+        goal = ListenGoal()
+
+        self.succeeded = False
+        repeated_questions = 0
+        self.say('Hi. What is your name?')
+        ongoing_conversation = True
+        name = None
+        while ongoing_conversation or repeated_questions < 3:
+            client.send_goal(goal)
+            client.wait_for_result(rospy.Duration.from_sec(int(self.timeout)))
+            understood_voice = client.get_result()
+            result = self.interpreter.parse(understood_voice.message)
+            intent_of_result = result["intent"]
+            if intent_of_result["name"] == "greeting" and intent_of_result["confidence"] >= self.threshold:
+                name = result["entities"][0]["entity"].lower()
+
+                facts_to_remove = [('unknown', [('person', person_identifier)])]
+                facts_to_add = [('known', [('person', name)])]
+                self.kb_interface.update_kb(facts_to_add, facts_to_remove)
+
+                person_data = self.kb_interface.get_obj_instance(person_identifier, Person)
+                self.kb_interface.insert_obj_instance(name, person_data)
+                self.kb_interface.remove_obj_instance(person_identifier, Person)
+
+                person_info = PersonInfo()
+                person_info.name = name
+
+                if name in known_male_names:
+                    person_info.gender = 'male'
+                elif name in known_female_names:
+                    person_info.gender = 'female'
+                else:
+                    person_info.gender = 'unknown'
+
+                self.kb_interface.insert_obj_instance(name, PersonInfo)
+
+                ongoing_conversation = False
+                self.succeeded = True
+            elif intent_of_result["name"] != "greeting" or intent_of_result["confidence"] < self.threshold:
+                repeated_questions += 1
+                self.say("I did not understand you. Could you repeat please?")
+
+        if self.succeeded:
+            userdata.person_name = name
+            rospy.loginfo('Person interviewed successfully')
+            self.say('Thank you! Have a nice day!')
+            return 'succeeded'
+
+        rospy.loginfo('Could not retrieve the right information.')
+        self.say('Sorry. I could not understand you!')
+        rospy.loginfo('Failed to interview person')
+        self.say('Aborting operation')
+        return 'failed_after_retrying'
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/move_to_person.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/move_to_person.py
new file mode 100644
index 000000000..6cf9860a6
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/move_to_person.py
@@ -0,0 +1,63 @@
+import rospy
+import actionlib
+from mas_perception_msgs.msg import Person
+from mdr_move_base_action.msg import MoveBaseAction, MoveBaseGoal
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+
+class MoveToPerson(ScenarioStateBase):
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'move_to_person',
+                                   save_sm_state=save_sm_state,
+                                   outcomes=['succeeded', 'failed', 'failed_after_retrying'])
+        self.sm_id = kwargs.get('sm_id', '')
+        self.state_name = kwargs.get('state_name', 'move_to_person')
+        self.move_base_action_server_name = kwargs.get('move_base_action_server_name',
+                                                       'move_base_server')
+        self.move_base_timeout = kwargs.get('move_base_timeout', 15.)
+
+        self.move_base_client = actionlib.SimpleActionClient(self.move_base_action_server_name,
+                                                             MoveBaseAction)
+        rospy.loginfo('[move_to_person] Waiting for %s', self.move_base_action_server_name)
+        self.move_base_client.wait_for_server()
+
+        self.number_of_retries = kwargs.get('number_of_retries', 0)
+        self.retry_count = 0
+
+    def execute(self, userdata):
+        unknown_people = self.kb_interface.get_all_attributes('unknown')
+        people_identifiers = []
+        for item in unknown_people:
+            if not item.is_negative:
+                for param in item.values:
+                    if param.key == 'person':
+                        people_identifiers.append(param.value)
+
+        print(people_identifiers)
+        if not people_identifiers:
+            print('[move_to_person] No people found; aborting operation')
+            return 'failed_after_retrying'
+
+        person_to_interview = people_identifiers[0]
+        person_info = self.kb_interface.get_obj_instance(person_to_interview, Person._type)
+        person_pose = person_info.safe_pose
+
+        move_base_goal = MoveBaseGoal()
+        move_base_goal.goal_type = MoveBaseGoal.POSE
+        move_base_goal.pose = person_pose
+
+        rospy.loginfo('[move_to_person] Going to person ' + person_to_interview +
+                      ' at pose ' + str(person_pose.pose.position.x) + ' ' +
+                      str(person_pose.pose.position.y))
+        self.move_base_client.send_goal(move_base_goal)
+        self.move_base_client.wait_for_result(rospy.Duration.from_sec(int(self.move_base_timeout)))
+        result = self.move_base_client.get_result()
+        if result and result.success:
+            return 'succeeded'
+
+        if self.retry_count == self.number_of_retries:
+            rospy.loginfo('[move_to_person] Could not go to %s', person_to_interview)
+            self.say('[move_to_person] Could not go to %s; aborting operation', person_to_interview)
+            return 'failed_after_retrying'
+        rospy.logerr('[move_to_person] Could not go to %s; retrying', person_to_interview)
+        self.retry_count += 1
+        return 'failed'
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/report.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/report.py
new file mode 100644
index 000000000..5821779c7
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/ros/src/mdr_find_my_mates/scenario_states/report.py
@@ -0,0 +1,31 @@
+import rospy
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+from mdr_perception_msgs.msg import PersonInfo
+
+class Report(ScenarioStateBase):
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'report',
+                                   save_sm_state=save_sm_state,
+                                   outcomes=['succeeded', 'failed'],
+                                   input_keys=['command'])
+        self.timeout = kwargs.get('timeout', 120.)
+
+    def execute(self, userdata):
+        rospy.loginfo('Describing my mates ...')
+
+        known_people = self.kb_interface.get_all_attributes('known')
+        people_names = []
+        for item in known_people:
+            if not item.is_negative:
+                for param in item.values:
+                    if param.key == 'person':
+                        people_names.append(param.value)
+
+        for name in people_names:
+            info_msg = self.kb_interface.get_obj_instance(name, PersonInfo)
+            self.say(info_msg.name + 'is wearing a ' + info_msg.clothes_colour + ' shirt.')
+            if info_msg.gender == 'male':
+                self.say('He is on the ' + info_msg.location)
+            else:
+                self.say('She is on the ' + info_msg.location)
+        return 'succeeded'
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/setup.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/setup.py
new file mode 100644
index 000000000..cb5eaa93f
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_find_my_mates/setup.py
@@ -0,0 +1,11 @@
+#!/usr/bin/env python
+
+from distutils.core import setup
+from catkin_pkg.python_setup import generate_distutils_setup
+
+d = generate_distutils_setup(
+    packages=['mdr_find_my_mates'],
+    package_dir={'mdr_find_my_mates': 'ros/src/mdr_find_my_mates'}
+)
+
+setup(**d)
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_robot_inspection/config/scenario_config.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_robot_inspection/config/scenario_config.yaml
index d95937e86..0ee58ab41 100644
--- a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_robot_inspection/config/scenario_config.yaml
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_robot_inspection/config/scenario_config.yaml
@@ -2,20 +2,20 @@
 # Author: Alex Mitrevski
 # Email: aleksandar.mitrevski@h-brs.de
 sm_id: mdr_robot_inspection
-states: [ENTER, GO_TO_KITCHEN, GO_TO_INSPECTION_WAYPOINT, INTRODUCE_SELF, WAIT_FOR_CMD, ACKNOWLEDGE_CMD, SHOW_OFF, WAIT_FOR_QR, CONFIRM_QR_CODE, EXIT]
+states: [WAIT_FOR_DOOR, ENTER, GO_TO_INSPECTION_WAYPOINT, INTRODUCE_SELF, SHOW_OFF, WAIT_FOR_QR, CONFIRM_QR_CODE, EXIT]
 outcomes: [DONE, TIMEOUT, FAILED]
 state_descriptions:
     - state:
-        name: ENTER
+        name: WAIT_FOR_DOOR
         state_module_name: mdr_robot_inspection.scenario_states.enter
         state_class_name: Enter
         transitions:
             - transition:
                 name: succeeded
-                state: GO_TO_KITCHEN
+                state: ENTER
             - transition:
                 name: failed
-                state: ENTER
+                state: WAIT_FOR_DOOR
             - transition:
                 name: failed_after_retrying
                 state: FAILED
@@ -24,7 +24,7 @@ state_descriptions:
                 name: number_of_retries
                 value : 3
     - state:
-        name: GO_TO_KITCHEN
+        name: ENTER
         state_module_name: mdr_robot_inspection.scenario_states.move_base
         state_class_name: MoveBase
         transitions:
@@ -33,14 +33,14 @@ state_descriptions:
                 state: GO_TO_INSPECTION_WAYPOINT
             - transition:
                 name: failed
-                state: GO_TO_KITCHEN
+                state: ENTER
             - transition:
                 name: failed_after_retrying
                 state: FAILED
         arguments:
             - argument:
                 name: destination_locations
-                value: [KITCHEN]
+                value: [hallway]
             - argument:
                 name: number_of_retries
                 value : 3
@@ -61,7 +61,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [INSPECTION_AREA]
+                value: [inspection_area]
             - argument:
                 name: number_of_retries
                 value : 3
@@ -69,52 +69,24 @@ state_descriptions:
         name: INTRODUCE_SELF
         state_module_name: mdr_robot_inspection.action_states
         state_class_name: IntroduceSelf
-        transitions:
-            - transition:
-                name: succeeded
-                state: WAIT_FOR_CMD
-            - transition:
-                name: failed
-                state: WAIT_FOR_CMD
-    - state:
-        name: WAIT_FOR_CMD
-        state_module_name: mdr_robot_inspection.scenario_states.wait_for_cmd
-        state_class_name: WaitForCmd
-        transitions:
-            - transition:
-                name: succeeded
-                state: ACKNOWLEDGE_CMD
-            - transition:
-                name: waiting
-                state: WAIT_FOR_CMD
-            - transition:
-                name: failed
-                state: WAIT_FOR_CMD
-    - state:
-        name: ACKNOWLEDGE_CMD
-        state_module_name: mdr_robot_inspection.action_states
-        state_class_name: Acknowledge
         transitions:
             - transition:
                 name: succeeded
                 state: SHOW_OFF
             - transition:
                 name: failed
-                state: WAIT_FOR_CMD
+                state: INTRODUCE_SELF
     - state:
         name: SHOW_OFF
         state_module_name: mdr_robot_inspection.action_states
         state_class_name: MoveArm
         transitions:
             - transition:
-                name: up
-                state: WAIT_FOR_CMD
-            - transition:
-                name: down
+                name: succeeded
                 state: WAIT_FOR_QR
             - transition:
                 name: failed
-                state: WAIT_FOR_CMD
+                state: SHOW_OFF
     - state:
         name: WAIT_FOR_QR
         state_module_name: mdr_robot_inspection.scenario_states.wait_for_qr
@@ -157,7 +129,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [SECOND_DOOR]
+                value: [second_door]
             - argument:
                 name: number_of_retries
                 value : 3
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_robot_inspection/config/scenario_config_lab.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_robot_inspection/config/scenario_config_lab.yaml
new file mode 100644
index 000000000..09500d12b
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_robot_inspection/config/scenario_config_lab.yaml
@@ -0,0 +1,96 @@
+# Description: Defines a state machine for a RoboCup inspection test
+# Author: Alex Mitrevski
+# Email: aleksandar.mitrevski@h-brs.de
+sm_id: mdr_robot_inspection
+states: [GO_TO_INSPECTION_WAYPOINT, INTRODUCE_SELF, SHOW_OFF, WAIT_FOR_QR, CONFIRM_QR_CODE, EXIT]
+outcomes: [DONE, TIMEOUT, FAILED]
+state_descriptions:
+    - state:
+        name: GO_TO_INSPECTION_WAYPOINT
+        state_module_name: mdr_robot_inspection.scenario_states.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: INTRODUCE_SELF
+            - transition:
+                name: failed
+                state: GO_TO_INSPECTION_WAYPOINT
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: destination_locations
+                value: [inspection_area]
+            - argument:
+                name: number_of_retries
+                value : 3
+    - state:
+        name: INTRODUCE_SELF
+        state_module_name: mdr_robot_inspection.action_states
+        state_class_name: IntroduceSelf
+        transitions:
+            - transition:
+                name: succeeded
+                state: SHOW_OFF
+            - transition:
+                name: failed
+                state: INTRODUCE_SELF
+    - state:
+        name: SHOW_OFF
+        state_module_name: mdr_robot_inspection.action_states
+        state_class_name: MoveArm
+        transitions:
+            - transition:
+                name: succeeded
+                state: WAIT_FOR_QR
+            - transition:
+                name: failed
+                state: SHOW_OFF
+    - state:
+        name: WAIT_FOR_QR
+        state_module_name: mdr_robot_inspection.scenario_states.wait_for_qr
+        state_class_name: WaitForQR
+        transitions:
+            - transition:
+                name: succeeded
+                state: CONFIRM_QR_CODE
+            - transition:
+                name: waiting
+                state: WAIT_FOR_QR
+            - transition:
+                name: failed
+                state: WAIT_FOR_QR
+    - state:
+        name: CONFIRM_QR_CODE
+        state_module_name: mdr_robot_inspection.action_states
+        state_class_name: Acknowledge
+        transitions:
+            - transition:
+                name: succeeded
+                state: EXIT
+            - transition:
+                name: failed
+                state: CONFIRM_QR_CODE
+    - state:
+        name: EXIT
+        state_module_name: mdr_robot_inspection.scenario_states.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: DONE
+            - transition:
+                name: failed
+                state: EXIT
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: destination_locations
+                value: [second_door]
+            - argument:
+                name: number_of_retries
+                value : 3
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_serve_drinks/config/serve_drinks_sm.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_serve_drinks/config/serve_drinks_sm.yaml
index 798313e46..58fb2535c 100644
--- a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_serve_drinks/config/serve_drinks_sm.yaml
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_serve_drinks/config/serve_drinks_sm.yaml
@@ -25,7 +25,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [NEAR_BAR]
+                value: [near_bar]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -64,7 +64,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [BAR]
+                value: [bar]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -110,7 +110,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [LIVING_ROOM]
+                value: [living_room]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -177,7 +177,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [PERSON_WITHOUT_DRINK]
+                value: [person_without_drink]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -220,7 +220,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [BAR]
+                value: [bar]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -287,7 +287,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [PERSON_WITH_ORDER]
+                value: [person_with_order]
             - argument:
                 name: number_of_retries
                 value: 3
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_speech_person_recognition/config/speech_person_recognition_sm.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_speech_person_recognition/config/speech_person_recognition_sm.yaml
index 5584003fa..fe6beac83 100644
--- a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_speech_person_recognition/config/speech_person_recognition_sm.yaml
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_speech_person_recognition/config/speech_person_recognition_sm.yaml
@@ -2,7 +2,7 @@
 # Authors: Alex Mitrevski, Argentina Ortega
 # Email: aleksandar.mitrevski@h-brs.de
 sm_id: mdr_speech_person_recognition
-states: [FIND_CROWD, RECOGNIZE_GENDERS, REQUEST_OPERATOR, PROCESS_SPEECH, ANSWER_QUESTION]
+states: [FIND_CROWD, RECOGNIZE_GENDERS, REQUEST_OPERATOR, PROCESS_SPEECH]
 outcomes: [DONE, FAILED, TIMEOUT]
 state_descriptions:
     - state:
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/config/store_groceries_sm.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/config/store_groceries_sm.yaml
index 95f8aa53f..e26e5ca6b 100644
--- a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/config/store_groceries_sm.yaml
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/config/store_groceries_sm.yaml
@@ -2,8 +2,8 @@
 # Author: Alex Mitrevski
 # Email: aleksandar.mitrevski@h-brs.de
 sm_id: mdr_store_groceries
-states: [LISTEN, PROCESS_SPEECH_COMMAND, ENTER, GO_TO_SCANNING_POSE, FIND_TABLE, GO_TO_CUPBOARD, OPEN_DOOR, SCAN_CUPBOARD, GO_TO_TABLE, PERCEIVE_TABLE, PICK_OBJECT, FIND_OBJECTS_BEFORE_PICKING, GO_BACK_TO_CUPBOARD, PLACE_OBJECT, CHECK_EMPTY_TABLE, GO_BACK_TO_TABLE, EXIT]
-outcomes: [DONE, TIMEOUT]
+states: [LISTEN, PROCESS_COMMAND, ENTER, GO_TO_SCANNING_POSE, FIND_TABLE, GO_TO_CUPBOARD, OPEN_DOOR, PREPARE_TO_SCAN_CUPBOARD, PERCEIVE_SHELF, GO_TO_TABLE, PERCEIVE_TABLE, PICK_OBJECT, FIND_OBJECTS_BEFORE_PICKING, GO_BACK_TO_CUPBOARD, PLACE_OBJECT, CHECK_EMPTY_TABLE, GO_BACK_TO_TABLE, EXIT]
+outcomes: [DONE, TIMEOUT, FAILED]
 state_descriptions:
     - state:
         name: LISTEN
@@ -12,7 +12,10 @@ state_descriptions:
         transitions:
           - transition:
               name: received_command
-              state: PROCESS_SPEECH_COMMAND
+              state: PROCESS_COMMAND
+          - transition:
+              name: failed
+              state: LISTEN
     - state:
         name: PROCESS_COMMAND
         state_module_name: mdr_store_groceries.scenario_states.process_speech_command
@@ -77,7 +80,7 @@ state_descriptions:
         transitions:
             - transition:
                 name: succeeded
-                state: SCAN_CUPBOARD
+                state: GO_TO_CUPBOARD
             - transition:
                 name: failed
                 state: GO_TO_SCANNING_POSE
@@ -119,10 +122,25 @@ state_descriptions:
         transitions:
             - transition:
                 name: succeeded
-                state: SCAN_CUPBOARD
+                state: PREPARE_TO_SCAN_CUPBOARD
+            - transition:
+                name: waiting
+                state: OPEN_DOOR
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: PREPARE_TO_SCAN_CUPBOARD
+        state_module_name: mdr_store_groceries.scenario_states
+        state_class_name: ScanCupboard
+        transitions:
+            - transition:
+                name: succeeded
+                state: PERCEIVE_SHELF
             - transition:
                 name: failed
-                state: GO_TO_CUPBOARD
+                state: PREPARE_TO_SCAN_CUPBOARD
             - transition:
                 name: failed_after_retrying
                 state: FAILED
@@ -131,16 +149,16 @@ state_descriptions:
                 name: number_of_retries
                 value: 3
     - state:
-        name: SCAN_CUPBOARD
-        state_module_name: mdr_store_groceries.scenario_states
-        state_class_name: ScanCupboard
+        name: PERCEIVE_SHELF
+        state_module_name: mdr_perception_behaviours.perceive_planes
+        state_class_name: PerceivePlanes
         transitions:
             - transition:
                 name: succeeded
                 state: GO_TO_TABLE
             - transition:
                 name: failed
-                state: SCAN_CUPBOARD
+                state: PERCEIVE_SHELF
             - transition:
                 name: failed_after_retrying
                 state: FAILED
@@ -148,6 +166,9 @@ state_descriptions:
             - argument:
                 name: number_of_retries
                 value: 3
+            - argument:
+                name: plane_prefix
+                value: shelf
     - state:
         name: GO_TO_TABLE
         state_module_name: mdr_navigation_behaviours.move_base
@@ -221,7 +242,7 @@ state_descriptions:
         transitions:
             - transition:
                 name: succeeded
-                state: PICK
+                state: PICK_OBJECT
             - transition:
                 name: failed
                 state: FIND_OBJECTS_BEFORE_PICKING
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/config/store_groceries_sm_lab.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/config/store_groceries_sm_lab.yaml
new file mode 100644
index 000000000..af43f95d8
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/config/store_groceries_sm_lab.yaml
@@ -0,0 +1,232 @@
+# Description: Defines a minimal state machine for a RoboCup@Home store groceries scenario for testing in a lab environment
+# Author: Alex Mitrevski
+# Email: aleksandar.mitrevski@h-brs.de
+sm_id: mdr_store_groceries
+states: [GO_TO_CUPBOARD, PREPARE_TO_SCAN_CUPBOARD, PERCEIVE_SHELF, GO_TO_TABLE, PERCEIVE_TABLE, PICK_OBJECT, FIND_OBJECTS_BEFORE_PICKING, GO_BACK_TO_CUPBOARD, PLACE_OBJECT, CHECK_EMPTY_TABLE, GO_BACK_TO_TABLE, EXIT]
+outcomes: [DONE, TIMEOUT, FAILED]
+state_descriptions:
+    - state:
+        name: GO_TO_CUPBOARD
+        state_module_name: mdr_navigation_behaviours.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: PREPARE_TO_SCAN_CUPBOARD
+            - transition:
+                name: failed
+                state: GO_TO_CUPBOARD
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: destination_locations
+                value: [shelf]
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: PREPARE_TO_SCAN_CUPBOARD
+        state_module_name: mdr_store_groceries.scenario_states
+        state_class_name: ScanCupboard
+        transitions:
+            - transition:
+                name: succeeded
+                state: PERCEIVE_SHELF
+            - transition:
+                name: failed
+                state: PREPARE_TO_SCAN_CUPBOARD
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: PERCEIVE_SHELF
+        state_module_name: mdr_perception_behaviours.perceive_planes
+        state_class_name: PerceivePlanes
+        transitions:
+            - transition:
+                name: succeeded
+                state: GO_TO_TABLE
+            - transition:
+                name: failed
+                state: PERCEIVE_SHELF
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: plane_prefix
+                value: shelf
+    - state:
+        name: GO_TO_TABLE
+        state_module_name: mdr_navigation_behaviours.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: PERCEIVE_TABLE
+            - transition:
+                name: failed
+                state: GO_TO_TABLE
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: destination_locations
+                value: [shelf_cupboard]
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: PERCEIVE_TABLE
+        state_module_name: mdr_perception_behaviours.perceive_planes
+        state_class_name: PerceivePlanes
+        transitions:
+            - transition:
+                name: succeeded
+                state: PICK_OBJECT
+            - transition:
+                name: failed
+                state: PERCEIVE_TABLE
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: plane_prefix
+                value: table
+    - state:
+        name: PICK_OBJECT
+        state_module_name: mdr_manipulation_behaviours.pick_closest_from_surface
+        state_class_name: PickClosestFromSurface
+        transitions:
+            - transition:
+                name: succeeded
+                state: GO_BACK_TO_CUPBOARD
+            - transition:
+                name: failed
+                state: PICK_OBJECT
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+            - transition:
+                name: find_objects_before_picking
+                state: FIND_OBJECTS_BEFORE_PICKING
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: picking_surface_prefix
+                value: table
+    - state:
+        name: FIND_OBJECTS_BEFORE_PICKING
+        state_module_name: mdr_perception_behaviours.perceive_planes
+        state_class_name: PerceivePlanes
+        transitions:
+            - transition:
+                name: succeeded
+                state: PICK_OBJECT
+            - transition:
+                name: failed
+                state: FIND_OBJECTS_BEFORE_PICKING
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: plane_prefix
+                value: table
+    - state:
+        name: GO_BACK_TO_CUPBOARD
+        state_module_name: mdr_navigation_behaviours.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: PLACE_OBJECT
+            - transition:
+                name: failed
+                state: GO_BACK_TO_CUPBOARD
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: destination_locations
+                value: [shelf]
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: PLACE_OBJECT
+        state_module_name: mdr_manipulation_behaviours.place_based_on_category
+        state_class_name: PlaceBasedOnCategory
+        transitions:
+            - transition:
+                name: succeeded
+                state: CHECK_EMPTY_TABLE
+            - transition:
+                name: failed
+                state: PLACE_OBJECT
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: placing_surface_prefix
+                value: shelf
+    - state:
+        name: CHECK_EMPTY_TABLE
+        state_module_name: mdr_knowledge_behaviours.check_empty_surface
+        state_class_name: CheckEmptySurface
+        transitions:
+            - transition:
+                name: empty
+                state: DONE
+            - transition:
+                name: not_empty
+                state: GO_BACK_TO_TABLE
+        arguments:
+            - argument:
+                name: surface_prefix
+                value: table
+    - state:
+        name: GO_BACK_TO_TABLE
+        state_module_name: mdr_navigation_behaviours.move_base
+        state_class_name: MoveBase
+        transitions:
+            - transition:
+                name: succeeded
+                state: PICK_OBJECT
+            - transition:
+                name: failed
+                state: GO_BACK_TO_TABLE
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: destination_locations
+                value: [shelf_cupboard]
+            - argument:
+                name: number_of_retries
+                value: 3
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/ros/src/mdr_store_groceries/scenario_states/open_door.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/ros/src/mdr_store_groceries/scenario_states/open_door.py
index c2bf3e661..b8cbcfee1 100644
--- a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/ros/src/mdr_store_groceries/scenario_states/open_door.py
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_store_groceries/ros/src/mdr_store_groceries/scenario_states/open_door.py
@@ -1,14 +1,12 @@
 import rospy
 
-from std_msgs.msg import String
-
 from mas_execution_manager.scenario_state_base import ScenarioStateBase
 
 class OpenDoor(ScenarioStateBase):
     def __init__(self, save_sm_state=False, **kwargs):
         ScenarioStateBase.__init__(self, 'open_door',
                                    save_sm_state=save_sm_state,
-                                   outcomes=['succeeded', 'waiting', 'failed'],
+                                   outcomes=['succeeded', 'waiting'],
                                    output_keys=['command'])
         self.timeout = rospy.Duration.from_sec(kwargs.get('timeout', 10.))
 
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_take_out_garbage/config/take_out_garbage_sm.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_take_out_garbage/config/take_out_garbage_sm.yaml
index eebfb95f7..171c332de 100644
--- a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_take_out_garbage/config/take_out_garbage_sm.yaml
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_take_out_garbage/config/take_out_garbage_sm.yaml
@@ -45,7 +45,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [INSIDE_ARENA]
+                value: [inside_arena]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -66,7 +66,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [BIN]
+                value: [bin]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -87,7 +87,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [BIN]
+                value: [bin]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -144,7 +144,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [COLLECTION_ZONE]
+                value: [collection_zone]
             - argument:
                 name: number_of_retries
                 value: 3
@@ -243,7 +243,7 @@ state_descriptions:
         arguments:
             - argument:
                 name: destination_locations
-                value: [OUTSIDE_ARENA]
+                value: [outside_arena]
             - argument:
                 name: number_of_retries
                 value: 3
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/CMakeLists.txt b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/CMakeLists.txt
new file mode 100644
index 000000000..47f0d73b0
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/CMakeLists.txt
@@ -0,0 +1,34 @@
+cmake_minimum_required(VERSION 2.8.3)
+project(mdr_where_is_this)
+
+find_package(catkin REQUIRED COMPONENTS
+  rospy
+  roslint
+  std_msgs
+  geometry_msgs
+  topological_map_ros
+  mas_execution_manager
+  mas_knowledge_base
+  mdr_listen_action
+  mdr_speech_matching
+)
+
+catkin_python_setup()
+
+catkin_package(
+  CATKIN_DEPENDS
+    rospy
+    std_msgs
+    geometry_msgs
+    topological_map_ros
+    mas_execution_manager
+    mas_knowledge_base
+    mdr_listen_action
+    mdr_speech_matching
+)
+
+include_directories()
+
+install(DIRECTORY ros/launch/
+  DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION}/ros/launch
+)
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/config/where_is_this_sm.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/config/where_is_this_sm.yaml
new file mode 100644
index 000000000..919fdb4bf
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/config/where_is_this_sm.yaml
@@ -0,0 +1,64 @@
+# Description: Defines a state machine for a RoboCup@Home "where is this" scenario
+# Author: Patrick Nagel
+# Email: patrick.nagel@h-brs.de
+sm_id: mdr_where_is_this
+states: [DETECT_PERSON, RECEIVE_INFORMATION_FROM_OPERATOR, DESCRIBE_LOCATION]
+outcomes: [DONE, FAILED]
+state_descriptions:
+    - state:
+        name: DETECT_PERSON
+        state_module_name: mdr_where_is_this.scenario_states.detect_person
+        state_class_name: DetectPerson
+        transitions:
+            - transition:
+                name: succeeded
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+            - transition:
+                name: failed
+                state: DETECT_PERSON
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: RECEIVE_INFORMATION_FROM_OPERATOR
+        state_module_name: mdr_where_is_this.scenario_states.receive_information
+        state_class_name: ReceiveInformation
+        transitions:
+            - transition:
+                name: succeeded
+                state: DESCRIBE_LOCATION
+            - transition:
+                name: failed
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: DESCRIBE_LOCATION
+        state_module_name: mdr_where_is_this.scenario_states.describe_location
+        state_class_name: DescribeLocation
+        transitions:
+            - transition:
+                name: succeeded
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+            - transition:
+                name: failed
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: pose_topic_name
+                value: /global_pose
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/config/where_is_this_sm_lab.yaml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/config/where_is_this_sm_lab.yaml
new file mode 100644
index 000000000..4abfd363a
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/config/where_is_this_sm_lab.yaml
@@ -0,0 +1,46 @@
+# Description: Defines a minimal state machine for a RoboCup@Home "where is this" scenario for lab testing (no person detection involved)
+# Author: Patrick Nagel
+# Email: patrick.nagel@h-brs.de
+sm_id: mdr_where_is_this
+states: [RECEIVE_INFORMATION_FROM_OPERATOR, DESCRIBE_LOCATION]
+outcomes: [DONE, FAILED]
+state_descriptions:
+    - state:
+        name: RECEIVE_INFORMATION_FROM_OPERATOR
+        state_module_name: mdr_where_is_this.scenario_states.receive_information
+        state_class_name: ReceiveInformation
+        transitions:
+            - transition:
+                name: succeeded
+                state: DESCRIBE_LOCATION
+            - transition:
+                name: failed
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+    - state:
+        name: DESCRIBE_LOCATION
+        state_module_name: mdr_where_is_this.scenario_states.describe_location
+        state_class_name: DescribeLocation
+        transitions:
+            - transition:
+                name: succeeded
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+            - transition:
+                name: failed
+                state: RECEIVE_INFORMATION_FROM_OPERATOR
+            - transition:
+                name: failed_after_retrying
+                state: FAILED
+        arguments:
+            - argument:
+                name: number_of_retries
+                value: 3
+            - argument:
+                name: pose_topic_name
+                value: /global_pose
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/package.xml b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/package.xml
new file mode 100644
index 000000000..8940fe1eb
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/package.xml
@@ -0,0 +1,44 @@
+<?xml version="1.0"?>
+<package format="2">
+  <name>mdr_where_is_this</name>
+  <version>0.0.0</version>
+  <description>State machine and launch files for performing the Where is this? task</description>
+  <license>GPLv3</license>
+
+  <maintainer email="robotics@inf.h-brs.de">MAS robotics</maintainer>
+
+  <author email="aleksandar.mitrevski@h-brs.de">Alex Mitrevski</author>
+  <author email="argentina.ortega@h-brs.de">Argentina Ortega</author>
+  <author email="patrick.nagel@h-brs.de">Patrick Nagel</author>
+  <author email="henrik.schnor@smail.inf.h-brs.de">Henrik Schnor</author>
+  <author email="roberto.cai@smail.inf.h-brs.de">Roberto Cai Wu</author>
+  <author email="erick.romero@smail.inf.h-brs.de">Erick Romero Kramer</author>
+  <author email="minh.nguyen@smail.inf.h-brs.de">Minh Nguyen</author>
+  <author email="rohan.haseloff@smail.inf.h-brs.de">Rohan Haseloff</author>
+
+  <license>GPLv3</license>
+
+  <buildtool_depend>catkin</buildtool_depend>
+
+  <build_depend>rospy</build_depend>
+  <build_depend>mas_execution_manager</build_depend>
+  <build_depend>mdr_listen_action</build_depend>
+  <build_depend>topological_map_ros</build_depend>
+  <build_depend>geometry_msgs</build_depend>
+  <build_depend>std_msgs</build_depend>
+  <build_depend>mdr_speech_matching</build_depend>
+  <build_depend>mas_knowledge_base</build_depend>
+
+  <exec_depend>rospy</exec_depend>
+  <exec_depend>mas_execution_manager</exec_depend>
+  <exec_depend>mdr_listen_action</exec_depend>
+  <exec_depend>topological_map_ros</exec_depend>
+  <exec_depend>geometry_msgs</exec_depend>
+  <exec_depend>std_msgs</exec_depend>
+  <exec_depend>mdr_speech_matching</exec_depend>
+  <exec_depend>mas_knowledge_base</exec_depend>
+
+
+  <export>
+  </export>
+</package>
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/launch/where_is_this.launch b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/launch/where_is_this.launch
new file mode 100644
index 000000000..c32b671dd
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/launch/where_is_this.launch
@@ -0,0 +1,23 @@
+<?xml version="1.0"?>
+<launch>
+    <arg name="robot_env" default="$(optenv ROBOT_ENV !!NO_ROBOT_ENV_SET!!)" />
+    <include file="$(find mdr_rosplan_interface)/ros/launch/rosplan.launch">
+        <arg name="data_path" value="$(find mdr_where_is_this)/config/" />
+        <arg name="domain_path" value="$(find mdr_rosplan_interface)/config/default_domain.pddl" />
+        <arg name="problem_path" value="$(find mdr_where_is_this)/config/problem.pddl" />
+        <arg name="strl_file_path" value="$(find mdr_where_is_this)/config/plan.strl" />
+    </include>
+
+    <include file="$(find mdr_listen_action)/ros/launch/listen.launch" />
+    <include file="$(find topological_map_ros)/ros/launch/topological_map.launch"/>
+
+    <!-- <include file="$(find mdr_find_people)/ros/launch/find_people.launch" />
+    <include file="$(find mdr_find_people)/ros/launch/find_people_client.launch" />
+    <include file="$(find mdr_listen_action)/ros/launch/listen.launch" />
+    <include file="$(find mdr_move_base_action)/ros/launch/move_base_client.launch" /> -->
+
+    <!-- State machine -->
+    <node pkg="mas_execution_manager" type="state_machine_creator" name="where_is_this" output="screen">
+        <param name="sm_config_file" type="str" value="$(find mdr_where_is_this)/config/where_is_this_sm.yaml" />
+    </node>
+</launch>
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/__init__.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/__init__.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/describe_location.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/describe_location.py
new file mode 100644
index 000000000..cb1a5de6d
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/describe_location.py
@@ -0,0 +1,128 @@
+import rospy
+from geometry_msgs.msg import PoseStamped
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+from topological_map_ros.srv import TopologicalPath, TopologicalPathRequest, \
+                                    TopologicalPosition, TopologicalPositionRequest
+
+
+def format_obj_next_to_list(obj_list):
+    obj_list_str = ''
+    for obj in range(len(obj_list)-2):
+        obj_list_str += obj + ', '
+    obj_list_str += ' and the ' + obj_list[-1]
+    return obj_list_str
+
+def format_location(location):
+    location_map = {'Kitchen': 'kitchen',
+                    'Bar': 'bar',
+                    'Hallway': 'hallway',
+                    'Bedroom': 'bedroom',
+                    'LivingRoom': 'living_room'}
+    if location in location_map:
+        return location_map[location]
+    else:
+        return location
+
+
+class DescribeLocation(ScenarioStateBase):
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'describe_location',
+                                   save_sm_state=save_sm_state,
+                                   input_keys=['target_entity'],
+                                   outcomes=['succeeded', 'failed',
+                                             'failed_after_retrying'])
+        self.sm_id = kwargs.get('sm_id', '')
+        self.state_name = kwargs.get('state_name', 'describe_location')
+        self.number_of_retries = kwargs.get('number_of_retries', 0)
+        self.pose_timeout = kwargs.get('pose_timeout', 5.)
+        self.pose_topic_name = kwargs.get('pose_topic_name', '/amcl_pose')
+        self.retry_count = 0
+
+        self.current_pose = None
+        self.current_top_pos = None
+
+        rospy.loginfo('[describe_location] Waiting for topological_position server')
+        self.topological_position_client = rospy.ServiceProxy('topological_position',
+                                                              TopologicalPosition)
+        rospy.loginfo('[describe_location] topological_position server up')
+
+        rospy.loginfo('[describe_location] Waiting for topological_path_plan server')
+        self.topological_path_client = rospy.ServiceProxy('topological_path_plan',
+                                                          TopologicalPath)
+        rospy.loginfo('[describe_location] topological_path_plan server up')
+
+    def execute(self, userdata):
+        if self.save_sm_state:
+            self.save_current_state()
+
+        try:
+            self.current_pose = rospy.wait_for_message(self.pose_topic_name,
+                                                       PoseStamped,
+                                                       self.pose_timeout)
+        except rospy.ROSException as exc:
+            rospy.logerr(str(exc))
+            self.say('I unfortunately don\'t know where I am')
+            return 'failed'
+
+        top_pos_request = TopologicalPositionRequest()
+        top_pos_request.current_pose = self.current_pose
+        try:
+            top_pos_result = self.topological_position_client(top_pos_request)
+            self.current_top_pos = top_pos_result.area
+        except rospy.ServiceException as exc:
+            self.say('I\'m still unsure where I am')
+            rospy.logerr(str(exc))
+            return 'failed'
+
+        obj_name = ''.join([x.title() for x in userdata.target_entity['value'].split(' ')])
+        location = ''
+        directions = None
+        if userdata.target_entity['type'] == 'location':
+            location = userdata.target_entity['value']
+        elif userdata.target_entity['type'] == 'object':
+            location = self.ontology_interface.get_obj_location(obj_name)
+            if not location:
+                self.say('I unfortunately don\'t know where the {0} is'.format(obj_name))
+                return 'failed'
+
+        top_path_request = TopologicalPathRequest()
+        top_path_request.source = self.current_top_pos
+        top_path_request.goal = format_location(location)
+        try:
+            top_path_result = self.topological_path_client(top_path_request)
+            directions = top_path_result.directions
+        except rospy.ServiceException as exc:
+            self.say('I don\'t know how to get to the {0}'.format(location))
+            rospy.logerr(str(exc))
+            return 'failed'
+
+        if userdata.target_entity['type'] == 'location':
+            if not directions:
+                self.say('We are already there')
+            else:
+                self.say('You can reach the {0} as follows'.format(location))
+                rospy.sleep(0.5)
+                for path_description in directions:
+                    rospy.sleep(1)
+                    self.say(path_description)
+            rospy.sleep(5)
+        elif userdata.target_entity['type'] == 'object':
+            self.say('The {0} is in the {1}'.format(obj_name, location))
+            rospy.sleep(0.5)
+
+            if not directions:
+                self.say('We are already there')
+            else:
+                self.say('You can reach there as follows')
+                for path_description in directions:
+                    rospy.sleep(1)
+                    self.say(path_description)
+            rospy.sleep(5)
+
+            objects_next_to = self.ontology_interface.get_objects_next_to(obj_name)
+            if objects_next_to:
+                self.say('The {0} is next to {1}'.format(obj_name,
+                                                         format_obj_next_to_list(objects_next_to)))
+                rospy.sleep(1.5)
+        rospy.sleep(10.0)
+        return 'succeeded'
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/detect_person.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/detect_person.py
new file mode 100644
index 000000000..b1a652851
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/detect_person.py
@@ -0,0 +1,39 @@
+import rospy
+
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+from std_msgs.msg import Bool
+
+
+class DetectPerson(ScenarioStateBase):
+
+    DOOR_STATUS_TOPIC = '/mcr_perception/door_status/door_status'
+
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'detect_person',
+                                   save_sm_state=save_sm_state,
+                                   input_keys=[],
+                                   output_keys=[],
+                                   outcomes=['succeeded', 'failed', 'failed_after_retrying'])
+
+        # Get parameters
+        self.sm_id = kwargs.get('sm_id', '')
+        self.state_name = kwargs.get('state_name', 'detect_person')
+        self.number_of_retries = kwargs.get('number_of_retries', 0)
+        self.timeout = kwargs.get('timeout', 30) # not used right now
+
+        self.person_in_front = False
+        self.person_status_sub = rospy.Subscriber(DetectPerson.DOOR_STATUS_TOPIC, Bool, self.update_person_in_front)
+
+    def execute(self, userdata):
+        self.say('Please step in front of me')
+        rospy.sleep(1)
+
+        rospy.loginfo('Waiting for person to step in front...')
+        while not self.person_in_front:
+            rospy.sleep(0.5)
+        rospy.loginfo('Someone stepped in front of me!')
+
+        return 'succeeded'
+
+    def update_person_in_front(self, msg):
+        self.person_in_front = not msg.data
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/receive_information.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/receive_information.py
new file mode 100644
index 000000000..798eb46b8
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/ros/src/mdr_where_is_this/scenario_states/receive_information.py
@@ -0,0 +1,111 @@
+import rospy
+import actionlib
+from rasa_nlu.model import Interpreter
+
+from mas_execution_manager.scenario_state_base import ScenarioStateBase
+from mdr_listen_action.msg import ListenAction, ListenGoal
+from speech_matching.speech_matching import SpeechMatching
+from mas_tools.ros_utils import get_package_path
+
+class ReceiveInformation(ScenarioStateBase):
+    def __init__(self, save_sm_state=False, **kwargs):
+        ScenarioStateBase.__init__(self, 'receive_information',
+                                   save_sm_state=save_sm_state,
+                                   input_keys=[],
+                                   output_keys=['target_entity'],
+                                   outcomes=['succeeded', 'failed',
+                                             'failed_after_retrying'])
+
+        self.sm_id = kwargs.get('sm_id', '')
+        self.state_name = kwargs.get('state_name', 'receive_information')
+        self.number_of_retries = kwargs.get('number_of_retries', 0)
+        self.timeout = kwargs.get('timeout', 25)
+        self.threshold = kwargs.get('threshold', 0.68)
+
+        # Load the rasa model
+        model_directory = get_package_path('rasa_nlu_models', 'common',
+                                           'where_is_this', 'nlu')
+        self.interpreter = Interpreter.load(model_directory)
+
+        # wait for listen action server
+        self.listen_client = actionlib.SimpleActionClient("listen_server", ListenAction)
+        listen_wait_result = self.listen_client.wait_for_server(timeout=rospy.Duration(self.timeout))
+        if not listen_wait_result:
+            raise RuntimeError('failed to wait for "listen_server" action')
+
+        # Speech Matcher
+        self.speech_matcher = SpeechMatching()
+
+    def execute(self, userdata):
+        # Setup the listen goal
+        goal = ListenGoal()
+
+        if not self.number_of_retries == 0:
+            self.say('What are you looking for?')
+            rospy.sleep(1)
+        # Ask again if not understood the first time
+        elif self.number_of_retries < 3:
+            self.say("Sorry, I didn't understand you. Could you repeat that please?")
+            rospy.sleep(3)
+
+        # Listen for speech
+        self.listen_client.send_goal(goal)
+        self.listen_client.wait_for_result(rospy.Duration.from_sec(int(self.timeout)))
+        listen_result = self.listen_client.get_result()
+
+        if listen_result is None:
+            rospy.logerr("Could not get input, listen action returned None")
+            return "failed"
+        rospy.loginfo("Understood: {}".format(listen_result.message))
+
+        # Try to get the intent
+        rasa_result = self.interpreter.parse(listen_result.message)
+        speech_intent = rasa_result["intent"]
+
+        # Check if the intention and the confidence are right
+        if speech_intent["name"] != "question" or speech_intent["confidence"] <= self.threshold:
+            rospy.logerr('Could not understand human:')
+
+            if speech_intent["name"] != "question":
+                rospy.logerr(' -> Intent is not question')
+
+            if speech_intent["confidence"] < self.threshold:
+                rospy.logerr(' -> Confidence for the intent is too low: {}'.format(speech_intent["confidence"]))
+
+            if len(rasa_result["entities"]) < 1:
+                rospy.logerr(' -> Could not extract object entity')
+            return "failed"
+        else:
+            # Focus on one entity first
+            if len(rasa_result["entities"]) == 0:
+                return "failed"
+            else:
+                entity = rasa_result["entities"][0]
+                entity_type = entity["entity"]
+                entity_value = entity["value"]
+
+                # Match entity value with known objects or locations
+                matching_result = self.speech_matcher.match_sentence(entity_value)
+                sentence_type = matching_result[0]
+
+                if sentence_type == "nothing":
+                    rospy.logerr("No match found.")
+                    return 'failed'
+                elif sentence_type == "objects":
+                    entity_type = "object"
+                elif sentence_type == "locations":
+                    entity_type = "location"
+
+                entity_value = matching_result[1][0]
+
+                target_entity = {"type": entity_type, "value": entity_value}
+
+                userdata["target_entity"] = target_entity
+                rospy.loginfo('Successfully got wanted object/location: {}'.format(target_entity))
+                return 'succeeded'
+
+        # Conversation has exceeded the maximum number of retries at this point
+        rospy.loginfo('Could not retrieve the wanted object/location!')
+        self.say('Sorry, I definitively cannot understand you! Aborting operation!')
+
+        return 'failed_after_retrying'
diff --git a/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/setup.py b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/setup.py
new file mode 100644
index 000000000..8144301cd
--- /dev/null
+++ b/mdr_planning/mdr_scenarios/mdr_robocup_tasks/mdr_where_is_this/setup.py
@@ -0,0 +1,11 @@
+#!/usr/bin/env python
+
+from distutils.core import setup
+from catkin_pkg.python_setup import generate_distutils_setup
+
+d = generate_distutils_setup(
+    packages=['mdr_where_is_this'],
+    package_dir={'': 'ros/src'}
+)
+
+setup(**d)
diff --git a/mdr_speech/mdr_speech_matching/CMakeLists.txt b/mdr_speech/mdr_speech_matching/CMakeLists.txt
index 4e6a3a18e..34bc6ceb8 100644
--- a/mdr_speech/mdr_speech_matching/CMakeLists.txt
+++ b/mdr_speech/mdr_speech_matching/CMakeLists.txt
@@ -10,10 +10,6 @@ find_package(catkin REQUIRED
 
 catkin_python_setup()
 
-################################################
-## Declare ROS messages, services and actions ##
-################################################
-
 add_message_files(
   FILES
     MatchedSentence.msg
@@ -23,32 +19,6 @@ generate_messages(
   std_msgs
 )
 
-###################################
-## catkin specific configuration ##
-###################################
-
 catkin_package(
   CATKIN_DEPENDS message_runtime
 )
-
-#############
-## Install ##
-#############
-
-# install(PROGRAMS
-#   scripts/my_python_script
-#   DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION}
-# )
-
-#############
-## Testing ##
-#############
-
-## Add gtest based cpp test target and link libraries
-# catkin_add_gtest(${PROJECT_NAME}-test test/test_mdr_speech_to_text_matching.cpp)
-# if(TARGET ${PROJECT_NAME}-test)
-#   target_link_libraries(${PROJECT_NAME}-test ${PROJECT_NAME})
-# endif()
-
-## Add folders to be run by python nosetests
-# catkin_add_nosetests(test)
diff --git a/mdr_speech/mdr_speech_matching/common/config/entities.txt b/mdr_speech/mdr_speech_matching/common/config/entities.txt
new file mode 100644
index 000000000..b8813c9ab
--- /dev/null
+++ b/mdr_speech/mdr_speech_matching/common/config/entities.txt
@@ -0,0 +1,259 @@
+senbei
+kitchen
+bench
+bread
+cereal bar chocolate
+glass
+cookies
+nightstand
+sofa
+cookie
+comb
+couch
+drawing room
+peanut
+sugar
+apples
+tv stand
+pie
+bed
+sake
+drawer
+watermelon
+candies
+pen
+sideboard
+side table
+bookcase
+ham
+strawberry
+whiteboard cleaner
+peach
+cloth
+counter
+mints
+kitchen cabinet
+garage
+television
+snack
+door
+bedchamber
+blueberry
+office
+tray
+plate
+biscuits
+corn
+salt
+iced tea
+book
+basement
+peanuts
+bar
+sushi
+lemon
+bedside
+dressing table
+toothbrush
+chewing gum
+dormitory room
+big water
+chips
+paprika
+vodka
+grapes
+cans
+sink
+staircase
+left arm chair
+fridge
+charger
+table
+plates
+blackberry
+porch
+room
+sprite
+containers
+trashbag
+hall
+radiator
+pringles
+nut fruit mix
+fruit bar apple
+peanut bits
+candy
+rice
+dryer
+cups
+bookshelf
+knives
+apple juice
+container
+blueberries
+telephone
+pasta
+books
+newspapers
+toothpaste
+laundry
+cupboard
+bedroom
+laptop
+beer
+yogurt
+tablet
+towel
+cake
+food
+manju
+onion
+onions
+refrigerator
+lemonade
+fork
+white drawer
+cabinet
+center table
+pens
+hot chocolate
+hallway
+entrance
+pencil
+shed
+utility room
+high table
+ballroom
+workshop
+side shelf
+bar table
+den
+prayer room
+wine
+oranges
+toiletries
+washing machine
+closet
+lemons
+seasoning mix
+noodles
+trash bin
+spoon
+master bedroom
+apple
+coffee table
+knife
+shampoo
+red bull
+pear
+basket
+bedroom chair
+pantry
+coffee
+corridor
+cream
+kitchen chair
+orange juice
+games room
+snacks
+bananas
+bouillon
+dishwasher
+donuts
+notebook
+orange
+forks
+living room
+coke
+red spritzer
+dishwasher tab
+pepper
+magazines
+lawn
+iso drink
+toilet paper
+big lemon juice
+tomatoes
+dining room
+crackers
+toilet
+oven
+balcony
+cup
+juice
+sauerkraut
+lotion
+glasses
+washer
+patio
+stove
+newspaper
+trays
+bowl
+peaches
+library
+fruit bar forest fruit
+chocolate egg
+big coke
+kitchen table
+can
+chewing gums
+rum
+stool
+chocolate bar
+shower gel
+crib
+cellar
+milk
+playroom
+trash can
+cracker
+kleenex
+magazine
+rocking chair
+larder
+guestroom
+wardrobe
+biscuit
+sunroom
+music room
+get it
+almond
+right arm chair
+bathroom
+cereals bar
+sponge
+cheese
+banana
+lamp
+living room table
+bowls
+dining table
+sparkling water
+window
+soap
+garden
+cider
+cereal bar chocolate banana
+whisky
+futon
+burger
+bottle
+water
+coathanger
+drink
+pizza
+blackberries
+beanbag
+chair
+strawberries
+shower
+box room
+almonds
+desk
+cloakroom
+conservatory
+parlour
+chocolate tablet
+bottles
+tea
diff --git a/mdr_speech/mdr_speech_matching/common/config/locations.txt b/mdr_speech/mdr_speech_matching/common/config/locations.txt
new file mode 100644
index 000000000..41bbef31a
--- /dev/null
+++ b/mdr_speech/mdr_speech_matching/common/config/locations.txt
@@ -0,0 +1,7 @@
+bedroom:
+kitchen:
+bar:
+living room:
+hallway:
+entrance:
+exit:
diff --git a/mdr_speech/mdr_speech_matching/common/config/objects.txt b/mdr_speech/mdr_speech_matching/common/config/objects.txt
new file mode 100644
index 000000000..e3505c5e4
--- /dev/null
+++ b/mdr_speech/mdr_speech_matching/common/config/objects.txt
@@ -0,0 +1,64 @@
+trashbag:
+apple juice:
+big coke:
+big lemon juice:
+big water:
+iso drink:
+milk:
+orange juice:
+red spritzer:
+sparkling water:
+lemon:
+orange:
+shower gel:
+soap:
+toothpaste:
+bouillon:
+cereal:
+corn:
+noodles:
+pepper:
+salt:
+sauerkraut:
+seasoning mix:
+tomatoes:
+basket:
+tray:
+bowl:
+cup:
+fork:
+knife:
+plate:
+spoon:
+cloth:
+dishwasher tab:
+cereal bar chocolate:
+cereal bar chocolate banana:
+cracker:
+fruit bar apple:
+fruit bar forest fruit:
+get it:
+nut fruit mix:
+peanut bits:
+bed:
+desk:
+side table:
+kitchen table:
+kitchen cabinet:
+dishwasher:
+white drawer:
+trash can:
+tv table:
+bookcase:
+couch:
+left arm chair:
+right arm chair:
+coffee table:
+sideboard:
+high table:
+trash bin:
+coathanger:
+cupboard:
+bar table:
+sofa:
+bookshelf:
diff --git a/mdr_speech/mdr_speech_matching/common/src/speech_matching/speech_matching.py b/mdr_speech/mdr_speech_matching/common/src/speech_matching/speech_matching.py
index 868eded1b..12013cd5f 100644
--- a/mdr_speech/mdr_speech_matching/common/src/speech_matching/speech_matching.py
+++ b/mdr_speech/mdr_speech_matching/common/src/speech_matching/speech_matching.py
@@ -15,31 +15,24 @@ class SpeechMatching(object):
     def __init__(self, threshold=90):
         self.threshold = threshold
 
-        question_dir = os.path.abspath(os.path.join(os.path.dirname( __file__ ), '../..', 'config/questions.txt'))
-        command_dir = os.path.abspath(os.path.join(os.path.dirname( __file__ ), '../..', 'config/commands.txt'))
+        self.gt_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '../../', 'config/'))
 
-        self.question_pool = SpeechMatching.load_pool(question_dir)
-        self.question_sentences = [i[0].strip() for i in self.question_pool]
-        self.question_phonemes = [i[1].strip() for i in self.question_pool]
-
-        self.command_pool = SpeechMatching.load_pool(command_dir)
-        self.command_sentences = [i[0].strip() for i in self.command_pool]
-        self.command_phonemes = [i[1].strip() for i in self.command_pool]
+        self.available_files = []
+        for filename in os.listdir(self.gt_dir):
+            if filename.endswith(".txt"):
+                self.available_files.append(filename)
 
     """
-    The following method loads a sentence pool and returns a list of tuples,
-    containing the readable sentence and the sentence in phonemes. This method
-    is similar to the method used in question_responder (TODO: export this
-    method and use it in both.)
+    The following method creates a sentence pool of a text file containing a
+    list of words.
     """
     @staticmethod
     def load_pool(filename):
         file = open(filename, "r")
-        sentences_and_phonemes = []
+        sentences = []
         for line in file:
-            sentence_and_phoneme = line.split(":")
-            sentences_and_phonemes.append(sentence_and_phoneme)
-        return sentences_and_phonemes
+            sentences.append(line.strip())
+        return sentences
 
     """
     The following method changes the initially set threshold.
@@ -54,27 +47,36 @@ def set_threshold(self, new_threhold_value):
     returns True otherwise False.
     """
     def find_match(self, input_sentence):
-        question_match = process.extract(input_sentence, self.question_sentences)
-        if question_match[1] >= self.threshold:
-            return True
-        command_match = process.extract(input_sentence, self.command_sentences)
-        if command_match[1] >= self.threshold:
-            return True
+        for filename in self.available_files:
+            file_dir = os.path.join(self.gt_dir, filename)
+            sentence_pool = SpeechMatching.load_pool(file_dir)
+            sentences_match = process.extract(input_sentence, sentence_pool)
+            if sentences_match[1] >= self.threshold:
+                return True
         return False
 
     """
     The following method returns a matching sentence, its Levenshtein distance
-    and the category to which it belongs (question or command). In case the
+    and the filename in which the match can be found. In case the
     match is below the threshold, the return sentence is empty, the distance is
     zero and the category is 'nothing'.
     """
     def match_sentence(self, input_sentence):
-        question_match = process.extractOne(input_sentence, self.question_sentences)
-        command_match = process.extractOne(input_sentence, self.command_sentences)
-
-        if question_match[1] >= self.threshold and question_match[1] >= command_match[1]:
-            return ["question", question_match]
-        elif command_match[1] >= self.threshold:
-            return ["command", command_match]
+        best_match = []
+        best_match_filename = ""
+        for filename in self.available_files:
+            file_dir = os.path.join(self.gt_dir, filename)
+            sentence_pool = SpeechMatching.load_pool(file_dir)
+            sentences_match = process.extractOne(input_sentence, sentence_pool)
+            if sentences_match[1] >= self.threshold:
+                if len(best_match) != 0:
+                    if best_match[1] < sentences_match[1]:
+                        best_match = sentences_match
+                        best_match_filename = filename
+                else:
+                    best_match = sentences_match
+                    best_match_filename = filename
+        if len(best_match) != 0:
+            return [best_match_filename, best_match]
         else:
             return ["nothing", ("", 0)]
diff --git a/mdr_speech/mdr_speech_matching/package.xml b/mdr_speech/mdr_speech_matching/package.xml
index 5006d7102..93e8df7b5 100644
--- a/mdr_speech/mdr_speech_matching/package.xml
+++ b/mdr_speech/mdr_speech_matching/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="2">
   <name>mdr_speech_matching</name>
-  <version>0.0.1</version>
+  <version>0.0.2</version>
   <description>The mdr_speech_matching package</description>
 
   <maintainer email="robotics@inf.h-brs.de">MAS robotics</maintainer>
@@ -11,20 +11,11 @@
 
   <license>GPLv3</license>
 
-  <!-- Url tags are optional, but multiple are allowed, one per tag -->
-  <!-- Optional attribute type can be: website, bugtracker, or repository -->
-  <!-- Example: -->
-  <!-- <url type="website">http://wiki.ros.org/mdr_speech_to_text_matching</url> -->
-
-
-  <!-- Author tags are optional, multiple are allowed, one per tag -->
-  <!-- Authors do not have to be maintainers, but could be -->
-  <!-- Example: -->
-  <!-- <author email="jane.doe@example.com">Jane Doe</author> -->
   <buildtool_depend>catkin</buildtool_depend>
 
   <build_depend>rospy</build_depend>
   <build_depend>message_generation</build_depend>
   <exec_depend>message_runtime</exec_depend>
+  <!-- <exec_depend>python-fuzzywuzzy</exec_depend> -->
 
 </package>
diff --git a/mdr_speech/mdr_speech_matching/ros/src/mdr_speech_matching/speech_matcher.py b/mdr_speech/mdr_speech_matching/ros/src/mdr_speech_matching/speech_matcher.py
index f76223ccb..e4539c2b8 100755
--- a/mdr_speech/mdr_speech_matching/ros/src/mdr_speech_matching/speech_matcher.py
+++ b/mdr_speech/mdr_speech_matching/ros/src/mdr_speech_matching/speech_matcher.py
@@ -22,10 +22,14 @@ def match(self, data):
         if sentence_type == "nothing":
             rospy.logerr("No match found.")
             return
-        elif sentence_type == "question":
-            self.result.type = MatchedSentence.TYPE_QUESTION
-        elif sentence_type == "command":
-            self.result.type = MatchedSentence.TYPE_COMMAND
+        else:
+            self.result.type = 0
+
+        # TODO change sentence type to string in order to allow a variety of sentence types.
+        # elif sentence_type == "question":
+        #     self.result.type = MatchedSentence.TYPE_QUESTION
+        # elif sentence_type == "command":
+        #     self.result.type = MatchedSentence.TYPE_COMMAND
 
         self.result.matched_sentence = matching_result[1][0]
         self.result.similarity = matching_result[1][1]