Sutton Barto Reinforcement Learning

MIT Press

Reinforcement Learning, second edition: An Introduction (Adaptive Computation and Machine Learning series)

MIT Press

Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)

Packt Publishing

Deep Reinforcement Learning Hands-On: A practical and easy-to-follow guide to RL from Q-learning and DQNs to PPO and RLHF

O'Reilly Media

Reinforcement Learning: Industrial Applications of Intelligent Agents

MIT Press

Multi-Agent Reinforcement Learning: Foundations and Modern Approaches

Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning) by Richard S. Sutton Andrew G. Barto(1998-03-01)

Addison Wesley

Foundations of Deep Reinforcement Learning: Theory and Practice in Python (Addison-Wesley Data & Analytics)

Springer

Mathematical Foundations of Reinforcement Learning

Packt Publishing

Mastering Reinforcement Learning with Python: Build next-generation, self-learning models using reinforcement learning techniques and best practices

Packt Publishing

Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more