Control Systems and Reinforcement Learning

Reinforcement Learning: Optimal Feedback Control with Industrial Applications (Advances in Industrial Control)

Mathematical Foundations of Reinforcement Learning

Output Feedback Reinforcement Learning Control for Linear Systems (Control Engineering)

Reinforcement Learning: Theory and Python Implementation

Springer - Reinforcement Learning for Optimal Feedback Control

Springer

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

Packt Publishing

Multi-Agent Reinforcement Learning: Foundations and Modern Approaches

MIT Press

Adaptive and Learning-Based Control of Safety-Critical Systems (Synthesis Lectures on Computer Science)

Springer

Model-based Reinforcement Learning: A Survey (Foundations and Trends® in Machine Learning)

Reinforcement Learning for Decision & Optimal Control - Springer

Deep Reinforcement Learning and Its Industrial Use Cases: AI for Real-World Applications

Decision Making Under Uncertainty and Reinforcement Learning: Theory and Algorithms: 223 (Intelligent Systems Reference Library, 223)

Springer

Reinforcement Learning for Sequential Decision and Optimal Control

The Art of Reinforcement Learning: Fundamentals, Mathematics, and Implementations with Python

Introduction to Online Control

Cambridge University Press

Frontiers Of Intelligent Control And Information Processing

World Scientific Publishing Company

Reinforcement Learning – An Introduction

MIT Press

Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games (Advances in Industrial Control)

Foundations of Reinforcement Learning with Applications in Finance (Chapman & Hall/CRC Mathematics and Artificial Intelligence Series)

CRC Press

Reinforcement Learning and Dynamic Programming Using Function Approximators: 39 (Automation and Control Engineering)

CRC Press

Human-Robot Interaction Control Using Reinforcement Learning (IEEE Press Series on Systems Science and Engineering)

Wiley-IEEE Press

Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning: 55 (Operations Research/Computer Science Interfaces Series, 55)

Springer

Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning: 55 (Operations Research/Computer Science Interfaces Series, 55)

Springer

Deep Reinforcement Learning: Fundamentals, Research and Applications

Springer