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Reinforcement Learning and Approximate Dynamic Programming for Feedback Control

Language EnglishEnglish
Book Hardback
Book Reinforcement Learning and Approximate Dynamic Programming for Feedback Control Frank L. Lewis
Libristo code: 01401777
Publishers John Wiley & Sons Inc, December 2012
Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical... Full description
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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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About the book

Full name Reinforcement Learning and Approximate Dynamic Programming for Feedback Control
Author Frank L. Lewis, Derong Liu
Language English
Binding Book - Hardback
Date of issue 2012
Number of pages 648
EAN 9781118104200
ISBN 111810420X
Libristo code 01401777
Publishers John Wiley & Sons Inc
Weight 1086
Dimensions 165 x 237 x 43

Categories

Reference, Information & Interdisciplinary subjects > Research & information: general > Information theory > Cybernetics & systems theory
Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering
Computing & Information Technology > Computer science > Artificial intelligence
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