Reinforcement Learning, Second Edition: An Introduction (Adaptive Computation and Machine Learning series)

This second‑edition textbook provides a comprehensive introduction to reinforcement learning, covering core concepts, algorithms, and practical applications. It presents the material in a clear, mathematically rigorous style and includes numerous examples and exercises to reinforce learning. The book is suitable for graduate students, researchers, and practitioners seeking a solid foundation in the field.