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Plan to port Evolutionary Strategy algorithm #248

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salaast opened this issue Jun 2, 2023 · 0 comments
Open

Plan to port Evolutionary Strategy algorithm #248

salaast opened this issue Jun 2, 2023 · 0 comments

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@salaast
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salaast commented Jun 2, 2023

This is a port of the work by: Krzysztof Choromanski, Mark Rowland, Vikas Sindhwani, Richard E. Turner, Adrian Weller: "Structured Evolution with Compact Architectures for Scalable Policy Optimization", https://arxiv.org/abs/1804.02395

This plan will follow 3 main steps:

  1. Port existing codebase
  2. Add type annotations and idioms along ml-compiler-opt codebase
  3. Create training pipeline for Evolutionary Strategy
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