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Adaptive Dynamic Programming: Single and Multiple Controllers
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Authors: Ruizhuo Song
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Type: BOOK - Published: 2018-12-28 - Publisher: Springer

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This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control inp
Robust Adaptive Dynamic Programming
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Authors: Yu Jiang
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Type: BOOK - Published: 2017-04-13 - Publisher: John Wiley & Sons

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A comprehensive look at state-of-the-art ADP theory and real-world applications This book fills a gap in the literature by providing a theoretical framework for
Adaptive Dynamic Programming with Applications in Optimal Control
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Type: BOOK - Published: 2017-01-12 - Publisher: Springer

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This book covers the most recent developments in adaptive dynamic programming (ADP). The text begins with a thorough background review of ADP making sure that r
Approximate Dynamic Programming
Language: en
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Authors: Warren B. Powell
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Type: BOOK - Published: 2007-10-05 - Publisher: John Wiley & Sons

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A complete and accessible introduction to the real-world applications of approximate dynamic programming With the growing levels of sophistication in modern-day
Reinforcement Learning and Approximate Dynamic Programming for Feedback Control
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Authors: Frank L. Lewis
Categories: Technology & Engineering
Type: BOOK - Published: 2013-01-28 - Publisher: John Wiley & Sons

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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 compl