Kyriakos G. Vamvoudakis

Handbook of Reinforcement Learning and Control

This handbook presents state-of-the-art research in reinforcement learning, focusing on its applications in the control and game theory of dynamic sys...

Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles

The book reviews developments in the following fields: optimal adaptive control; online differential games; reinforcement learning principles; and dyn...

Synchronous Reinforcement Learning-Based Control for Cognitive Autonomy

This monograph describes the use of principles of reinforcement learning (RL) to design feedback policies for continuous-time dynamical systems that c...