ENGLISH

Reinforcement Learning and Approximate Dynamic Programming for Feedback Control

By Derong Liu , Frank L. Lewis

Book information

Publisher
Wiley-IEEE Press
Year
2012
ISBN
111810420X, 9781118104200
Language
english
Format
PDF
Filesize
44 MB (46640045 bytes)
Series
IEEE Press Series on Computational Intelligence
Edition
1
Pages
648\633
Time added
2013-04-03 09:15:23

Description

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.

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