The Little Book of Reinforcement Learning
github.com
July 16, 2026
1 min read
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Summary
The Little Book of Reinforcement Learning provides a concise introduction to reinforcement learning concepts and algorithms. The associated GitHub repository includes the book, Pytorch-based implementations of various algorithms in the algos/ folder, and detailed explanations in the supplementary/ folder.
Key Takeaways
- The GitHub repository contains "The Little Book of Reinforcement Learning," which introduces the fundamentals and applied algorithms of reinforcement learning.
- The repository includes Pytorch-based implementations of various algorithms, located in the "algos/" folder.
- Detailed explanations and rigorous proofs for dynamic programming algorithms are available in the "supplementary/" folder.
- The book is distributed under a non-commercial Creative Commons license (CC BY-SA 4.0).