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Introduction to Reinforcement Learning

Material for an introduction course to reinforcement learning for compute scientists

Chapters 6: Temporal-Difference Learning

Examples

Sarsa and Q-Learning for the Cliff Walking Environment (using gym-classic).
Learning to Play Tic-Tac-Toe with Q-Learning implements a simple table-based Q-learning algorithm to play the game from scratch.

License

© 2025 Michael Hahsler. All code and documents in this repository are provided under Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) License.

CC BY-SA 4.0