The Little Book of Reinforcement Learning

"The Little Book of Reinforcement Learning" is a short introductory guide covering reinforcement learning fundamentals and applied algorithms, available on GitHub with accompanying PyTorch implementations and supplementary materials. The resource includes algorithm implementations (from Monte Carlo to PPO) and detailed explanations of dynamic programming techniques, distributed under a Creative Commons non-commercial license.