Handbook Of Learning And Approximate Dynamic Programming

Author: Jennie Si
Publisher: John Wiley & Sons
ISBN: 9780471660545
Size: 25.12 MB
Format: PDF, Mobi
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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 ...

Handbook Of Learning And Approximate Dynamic Programming

Author: Jennie Si
Publisher: Wiley-IEEE Press
ISBN:
Size: 55.40 MB
Format: PDF, ePub, Docs
View: 6297
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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 ...

Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 111802916X
Size: 73.17 MB
Format: PDF, Kindle
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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 ...

Optimal Learning

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 1118309847
Size: 74.26 MB
Format: PDF, ePub, Docs
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This book covers the fundamental dimensions of a learning problem and presents a simple method for testing and comparing policies for learning.

Neural Networks For Control

Author: W. Thomas Miller
Publisher: MIT Press
ISBN: 9780262631617
Size: 59.94 MB
Format: PDF, Kindle
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Ronald J. Williams. Paul J. Werbos. Kumpati S.Narendra. L. Gordon Kraft, III, David P. Campagna. Mitsuo Kawato. Bartlett W. Met. Christopher G.Atkeson, David J. Reinkensmeyer. Derrick Nguyen, Bernard Widrow.

Self Adaptive Systems For Machine Intelligence

Author: Haibo He
Publisher: John Wiley & Sons
ISBN: 9781118025598
Size: 13.93 MB
Format: PDF
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An autoassociative neural network model of pairedassociate learning.
NeuralComputation,13,2075–2092. Si, J., Barto, A., Powell, W. B., & Wunsch, D. (
2004). Handbook of learning and approximate dynamic programming.
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Reinforcement Learning

Author: Richard S. Sutton
Publisher: Springer Science & Business Media
ISBN: 1461536189
Size: 31.63 MB
Format: PDF, ePub
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Of course learning and reinforcement have been studied in psychology for almost a century, and that work has had a very strong impact on the AI/engineering work.

Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 9780470182956
Size: 23.28 MB
Format: PDF, ePub
View: 5110
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This groundbreaking book uniquely integrates four distinct disciplines—Markov design processes, mathematical programming, simulation, and statistics—to demonstrate how to successfully model and solve a wide range of real-life problems ...