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Reinforcement Learning: An Introduction

Richard S. Sutton, Andrew G. Barto
book completed ai-ml

Notes

Mathematical RL fundamentals (MDPs, value functions, dynamic programming, approximate methods). RL foundational text that bridges theory and practice.