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Merged
merged 16 commits into from
Feb 18, 2020
Merged

Switch to use RLCore #11

merged 16 commits into from
Feb 18, 2020

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findmyway
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@findmyway findmyway commented Feb 7, 2020

Motivation

To help people write different kinds of algorithms more easily and increase cooperation. I decided to split the original https://github.com/JuliaReinforcementLearning/ReinforcementLearning.jl into separate packages.

Current Status

Following is the current progress:

  • Update original environments in this repo to use the new API defined in RLBase
  • Chapter01
  • Chapter02
  • Chapter03
  • Chapter04
  • Chapter05
  • Chapter06
  • Chapter07
  • Chapter08
  • Chapter09
  • Chapter10
  • Chapter11
  • Chapter12
  • Chapter13

If anyone else would like to contribute, just reply to this thread and mark the chapters. Generally speaking, the development steps are:

  1. Clone this repo
  2. Clone https://github.com/JuliaReinforcementLearning/ReinforcementLearningBase.jl and checkout the dev branch.
  3. Clone https://github.com/JuliaReinforcementLearning/ReinforcementLearningCore.jl/pull/18 and checkout the dev branch.
  4. cd /path/to/ReinforcementLearningAnIntroduction.jl && julia --project
  5. ] dev /path/to/ReinforcementLearningBase.jl
  6. ] dev /path/to/ReinforcementLearningCore.jl
  7. ] instantiate
  8. Open the notebooks in the notebooks folder.
  9. Make necessary changes in each repo and then make pull requests.

The Next Step

  1. Once all changes in this repo are merged, a new release of each package will be created. ReinforcementLearningBase.jl and ReinforcementLearningCore.jl will be reexported in ReinforcementLearning.jl.
  2. Update & register OpenSpiel.jl to use the [email protected] once add OpenSpiel JuliaPackaging/Yggdrasil#457 (comment) gets merged
  3. Update https://github.com/JuliaReinforcementLearning/ReinforcementLearningEnvironments.jl to use the new API use RLBase instead ReinforcementLearningEnvironments.jl#29
  4. Create ReinforcementLearningZoo to hold DRL related algorithms
  5. Adapt AlphaZero.jl to use OpenSpiel.jl
  6. Design MultiAgentReinforcementLearning
  7. Design ModelBasedReinforcementLearning

cc: @sriram13k, @jonathan-laurent, @Martyn-R, @rezabayani

Comments are welcomed.

@findmyway findmyway merged commit b5c718a into master Feb 18, 2020
@findmyway findmyway deleted the dev branch February 18, 2020 01:25
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