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Adaptive Dynamic Programming with Applications in Optimal Control
Language: en
Pages: 609
Authors: Derong Liu
Categories: Technology & Engineering
Type: BOOK - Published: 2017-01-04 - 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
Adaptive Dynamic Programming: Single and Multiple Controllers
Language: en
Pages: 278
Authors: Ruizhuo Song
Categories: Technology & Engineering
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
Language: en
Pages: 220
Authors: Yu Jiang
Categories: Science
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
Predictive Control for Linear and Hybrid Systems
Language: en
Pages: 447
Authors: Francesco Borrelli
Categories: Mathematics
Type: BOOK - Published: 2017-06-22 - Publisher: Cambridge University Press

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With a simple approach that includes real-time applications and algorithms, this book covers the theory of model predictive control (MPC).
Reinforcement Learning and Approximate Dynamic Programming for Feedback Control
Language: en
Pages: 498
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