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Synopsis
This is the first textbook that fully explains the neuro-dynamic programming/reinforcement learning methodology, which is a recent breakthrough in the practical application of neural networks and dynamic programming to complex problems of planning, optimal decision making, and intelligent control.
Neuro-dynamic programming uses neural network approximations to overcome the "curse of dimensionality" and the "curse of modeling" that have been the bottlenecks to the practical application of dynamic programming and stochastic control to complex problems. The methodology allows systems to learn about their behavior through simulation, and to improve their performance through iterative reinforcement.
This book provides the first systematic presentation of the science and the art behind this exciting and far-reaching methodology.
The book develops a comprehensive analysis of neuro-dynamic programming algorithms, and guides the reader to their successful application through case studies from complex problem areas.
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Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
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Neuro-Dynamic Programming
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Neuro-Dynamic Programming
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Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
Published by
Athena Scientific (edition 1), 1996
ISBN 10: 1886529108
ISBN 13: 9781886529106
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Hardcover. Condition: Very Good. 1. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Seller Inventory # 1886529108-8-1
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Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
Published by
Athena Scientific (edition 1), 1996
ISBN 10: 1886529108
ISBN 13: 9781886529106
Used
Hardcover
Seller: BooksRun, Philadelphia, PA, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. 1. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Seller Inventory # 1886529108-11-1
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Neuro-Dynamic Programming
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Neuro-Dynamic Programming
Seller: World of Books Inc, Montgomery, IL, U.S.A.
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Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
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hardcover. Condition: Very Good. Complete and clean. All pages present and readable, binding intact. Highlighting or writing is absent or limited to a handful of pages. No water damage. Cover and spine may show light shelf wear, edge bumping, or minor creasing. May have a remainder mark, stickers or sticker residue, or a previous owner's name. Access codes, CDs, DVDs, and other bundled supplements may not be included and should be assumed used or missing unless the listing explicitly states otherwise. Seller Inventory # G5274B02248U
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Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
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Hardcover. Condition: Brand New. 1st edition. 491 pages. 9.25x6.25x1.00 inches. In Stock. Seller Inventory # __1886529108
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Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
Seller: Revaluation Books, Exeter, United Kingdom
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Hardcover. Condition: Brand New. 1st edition. 491 pages. 9.25x6.25x1.00 inches. In Stock. Seller Inventory # 1886529108
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