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WR: Wrapper for simpful (MLPro-Int-Simpful) #947

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steveyuwono opened this issue Apr 26, 2024 · 0 comments
Open
3 tasks

WR: Wrapper for simpful (MLPro-Int-Simpful) #947

steveyuwono opened this issue Apr 26, 2024 · 0 comments
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@steveyuwono
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enhancement New feature or request RL Reinforcement Learning WR 3rd-party support ("Wrapper")

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Description/Motivation
Simpful is an open-source Python library for fuzzy inference rules. The wrapper is to use fuzzy inference systems as a policy that performs in RL environments and GT game boards.

Task list

  • Create a new repository MLPro-Int-Simpful
  • Develop a wrapper class for Simpful as policy (can be used for RL and GT) by also turning off its adaptivity
  • Sample applications on BGLP's RL environment

Related issues
#...

Cross references
Github Link
https://simpful.readthedocs.io/en/latest/
@steveyuwono steveyuwono added enhancement New feature or request RL Reinforcement Learning WR 3rd-party support ("Wrapper") labels Apr 26, 2024
@steveyuwono steveyuwono added this to the Sprint 2024/04 milestone Apr 26, 2024
@steveyuwono steveyuwono self-assigned this Apr 26, 2024
@steveyuwono steveyuwono removed this from the Sprint 2024/04 milestone May 3, 2024
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enhancement New feature or request RL Reinforcement Learning WR 3rd-party support ("Wrapper")
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@steveyuwono