Top 6 Best Reinforcement Learning

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

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

Reinforcement Learning and Optimal Control

Grokking Deep Reinforcement Learning

Deep Reinforcement Learning with Python: Master classic RL, deep RL, distributional RL, inverse RL, and more with OpenAI Gym and TensorFlow, 2nd Edition

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

Rollout, Policy Iteration, and Distributed Reinforcement Learning

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

Deep Reinforcement Learning in Action

Deep Reinforcement Learning Hands-On: Apply modern RL methods to practical problems of chatbots, robotics, discrete optimization, web automation, and more, 2nd Edition