agatan / policy-gradient-practice

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Policy Gradient implementation for my understanding.

  • Vanilla Policy Gradient
  • Reward-to-go
  • Actor-Critic
  • GAE (Generalized Advantage Estimation)
  • PPO-clip

Setup

poetry install

Run

poetry run python -m pg.pg --help

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