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Some RL algorithm implementation (PyTorch) (Colab executable)

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Itomigna2/RL-algos-colab

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RL-algos-colab

Policy gradient based RL algorithms

Implemented RL algorithms

  • REINFORCE
  • REINFORCE with baseline
  • One-step Actor Critic
  • Advantage Actor Critic (A2C)
  • Proximal Policy Optimization (PPO)

Links

CartPole-v1 env document : https://www.gymlibrary.dev/environments/classic_control/cart_pole/

Memo

This codes(.ipynb) are executable in Google Colab.

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