Deep Q-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

Independently published

Reinforcement Learning Made Simple: From Q-Learning and Deep Q-Networks to PPO and RLHF with Practical Applications in Robotics, Chatbots, Games, and Beyond

Mastering Reinforcement Learning : A Deep Dive into Q-Learning and Deep Reinforcement Learning (English Edition)

Manning

Evolutionary Deep Learning: Genetic Algorithms and Neural Networks

Independently published

Q-Learning: Mathematical Foundations and Applications

Packt Publishing

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

Addison-Wesley Professional

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

Manning Publications

Deep Reinforcement Learning in Action            

Packt Publishing

Hands-On Q-Learning with Python: Practical Q-learning with OpenAI Gym, Keras, and TensorFlow (English Edition)

O'Reilly Media

Reinforcement Learning: Industrial Applications of Intelligent Agents