Reinforcement Learning: An Introduction

Richard S. Sutton, Andrew G. Barto · 2018 · Link

Cover: Reinforcement Learning: An Introduction


Why it matters

The cleanest introduction to RL that still respects the details: MDP framing, value functions, credit assignment, and the gap between toy problems and real ones.