Synchronous Reinforcement Learning-Based Control for Cognitive Autonomy - Kyriakos G. Vamvoudakis - Bog

Describes the use of principles of reinforcement learning (RL) to design feedback policies for continuous-time dynamical systems that combine features of adaptive control and optimal control. The authors give an insightful introduction to reinforcement learning techniques that can address various control problems.