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Chapters 17 and 22: Reinforcement Learning and MDPs

Chapter 17: MDPs

Chapter 22: Reinforcement Learning

More on Reinforcement Learning

These examples implement methods described in the book Reinforcement Learning: An Introduction by Sutton and Barto (2020).

Other Software (Python)

  • Gymnasium is an open source Python library for developing and comparing reinforcement learning algorithms.
  • CleanRL is a Deep Reinforcement Learning library.

License

All code and documents in this repository is provided under Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) License

CC BY-SA 4.0