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Compare PPO implementation to stable baselines #6

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AndreWeiner opened this issue Jan 31, 2023 · 0 comments
Open

Compare PPO implementation to stable baselines #6

AndreWeiner opened this issue Jan 31, 2023 · 0 comments

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@AndreWeiner
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Make a detailed comparison to the PPO implementation in stable baselines.

  • what is the influence of batch training?
  • are the stopping criteria identical (clipping, KL-divergence, MSE loss of value network)?
  • is the training order important (value vs. policy net)?
  • is it better to update both networks in the same loop?
  • is it possible to use generalized state-dependent exploration?
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