Extended bin pack environment. #239
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Co-authored-by: Rebecca Jeffers <r.jeffers@instadeep.com>
Co-authored-by: fares_chouaki <f.chouaki@instadeep.com> Co-authored-by: Rebecca Jeffers <r.jeffers@instadeep.com>
Co-authored-by: fares_chouaki <f.chouaki@instadeep.com> Co-authored-by: Rebecca Jeffers <r.jeffers@instadeep.com>
…s and instances where items can be rotated. (#8) Co-authored-by: fares_chouaki <f.chouaki@instadeep.com> Co-authored-by: Rebecca Jeffers <r.jeffers@instadeep.com>
…in pack environment (#9) Co-authored-by: fares_chouaki <f.chouaki@instadeep.com> Co-authored-by: Rebecca Jeffers <r.jeffers@instadeep.com>
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This bin pack environment is based on the original bin pack environment with some added extensions:
These developments were made as part of Fares Chouaki's internship in 2023. We would like to extend this environment even further (eg. allow for packing multiple containers) in order to compare end to end RL to column generation methods - this was a critique we obtained when submitting the work for publication, as we are only able to sequentially pack containers with the current code, which is not end to end RL).