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A collection of canonical Reinforcement Learning algorithms in jax, python

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rl-basics

A collection of canonical Reinforcement Learning algorithms in jax, python

TODO:

  • Planning by dynamic programming
  • On-policy Monte-Carlo
  • Off-policy Monte-Carlo
  • Q-Learning
  • Sarsa
  • Expected Sarsa
  • Off-policy n-step Sarsa
  • On-policy n-step Sarsa
  • n-step Expected Sarsa

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A collection of canonical Reinforcement Learning algorithms in jax, python

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reinforcement-learning monte-carlo q-learning mdp reinforcement-learning-algorithms sarsa rl dynamic-programming

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