Reinforcement Learning Resources

The classic recommendation for learning about reinforcement learning is Sutton and Barto’s “Reinforcement Learning: An Introduction”

On Bluesky recently, a few people recommended reinforcement learning resources. Here are a few of the suggestions:

• “Reinforcement Learning: Foundations” by Shie Mannor, Yishay Mansour, and Aviv Tamar: https://sites.google.com/view/rlfoundations/home
• “A Little Bit of Reinforcement Learning from Human Feedback” by Nathan Lambert: https://rlhfbook.com/
• “PPO in 180 lines of NumPy” by Apoorv Nandan: https://apoorvx.com/posts/ppo/