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Develop new learning algorithm: PPO #239

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nick-harder opened this issue Nov 6, 2023 · 2 comments · May be fixed by #462
Open

Develop new learning algorithm: PPO #239

nick-harder opened this issue Nov 6, 2023 · 2 comments · May be fixed by #462
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@nick-harder @kim-mskw
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enhancement An optional feature or enhancement feature A required feature implementation

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We should start working on a new DRL algorithm based on MA PPO algorithm, it promises significant speed improvements, and would solver the critique of the centralized critic approach
@nick-harder nick-harder added feature A required feature implementation enhancement An optional feature or enhancement labels Nov 6, 2023
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This tasks has been given low priority as other issues need to be adressed first

@kim-mskw kim-mskw linked a pull request Oct 28, 2024 that will close this issue
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kim-mskw commented Nov 6, 2024

The general structure is ready on the PPO branch and runnable with one gradient step. However, the conversion for a single agent seems to get stuck in extreme values, so nothing too valuable is learned.

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Algorithmic Expansion to PPO assume-framework/assume
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