Reinforcement Learning and Approximate Dynamic Programming for Feedback Control by Frank L. Lewis (9781118104200)

Derong Liu

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ISBN: 9781118104200

Format: Hardback, 648 pages , 241mm x 164mm x 36mm

Published: 12-Feb-2013

Imprint: Wiley-IEEE Press

Publisher: John Wiley & Sons Inc

Country of Publication: United States

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

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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Reinforcement Learning and Approximate Dynamic Programming for Feedback Control

Frank L. Lewis

Derong Liu

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

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