Robust Adaptive Dynamic Programming

Author: Yu Jiang
Publisher: John Wiley & Sons
ISBN: 1119132665
Size: 39.66 MB
Format: PDF, ePub
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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 integrating techniques from adaptive dynamic programming (ADP) and modern ...

Algorithms For Reinforcement Learning

Author: Csaba Szepesvari
Publisher: Morgan & Claypool Publishers
ISBN: 1608454924
Size: 50.65 MB
Format: PDF, Docs
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In this book, we focus on those algorithms of reinforcement learning that build on the powerful theory of dynamic programming.We give a fairly comprehensive catalog of learning problems, describe the core ideas, note a large number of state ...

Optimal Control

Author: Frank L. Lewis
Publisher: John Wiley & Sons
ISBN: 1118122720
Size: 37.19 MB
Format: PDF, ePub
View: 1966
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A NEW EDITION OF THE CLASSIC TEXT ON OPTIMAL CONTROL THEORY As a superb introductory text and an indispensable reference, this new edition of Optimal Control will serve the needs of both the professional engineer and the advanced student in ...

Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 111802916X
Size: 74.13 MB
Format: PDF, ePub, Docs
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This beautiful book fills a gap in the libraries of OR specialists and practitioners." —Computing Reviews This new edition showcases a focus on modeling and computation for complex classes of approximate dynamic programming problems ...

Handbook Of Learning And Approximate Dynamic Programming

Author: Jennie Si
Publisher: John Wiley & Sons
ISBN: 9780471660545
Size: 33.83 MB
Format: PDF, Mobi
View: 1379
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In this volume, leading experts in the field summarize the latest research in areas including: Reinforcement learning and its relationship to supervised learning Model-based adaptive critic designs Direct neural dynamic programming ...