Reinforcement Learning and Approximate Dynamic Programming for Feedback Control by Frank L. Lewis

Reinforcement Learning and Approximate Dynamic Programming for Feedback Control by Frank L. Lewis

by Frank L. Lewis (Editor), Derong Liu (Editor)

ISBN-13: 9781118104200

ISBN-10: 111810420X

Publisher : Wiley-IEEE Press; 1st edition (December 26, 2012)

Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern complex systems. This book describes the latest RL and ADP techniques for decision and control in human engineered systems, covering both single player decision and control and multi-player games. Edited by the pioneers of RL and ADP research, the book brings together ideas and methods from many fields and provides an important and timely guidance on controlling a wide variety of systems, such as robots, industrial processes, and economic decision-making.