Reinforcement Learning and Approximate Dynamic Programming for Feedback Control
IEEE Press., John Wiley, Sons., Lewis, Frank L., Liu, Derong
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.
Catégories:
Année:
2013
Editeur::
IEEE Press, John Wiley & Sons, Inc., Publication
Langue:
english
ISBN 10:
111810420X
ISBN 13:
9781118104200
Collection:
IEEE Series on Computational Intelligence
Fichier:
EPUB, 7.22 MB
IPFS:
,
english, 2013
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