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Probabilistic Reasoning In Multiagent Systems

Probabilistic Reasoning In Multiagent Systems

Probabilistic Reasoning In Multiagent Systems
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Probabilistic Reasoning In Multiagent Systems

by Yang Xiang,,

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ISBN 10
0521813085
ISBN 13
9780521813082
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New/New. Brand New Original US Edition, Perfect Condition. Printed in English. Excellent Quality, Service and customer satisfaction guaranteed!

Synopsis

This book investigates the opportunities in building intelligent decision support systems offered by multi-agent distributed probabilistic reasoning. Probabilistic reasoning with graphical models, also known as Bayesian networks or belief networks, has become an active field of research and practice in artificial intelligence, operations research and statistics in the last two decades. The success of this technique in modeling intelligent decision support systems under the centralized and single-agent paradigm has been striking. In this book, the author extends graphical dependence models to the distributed and multi-agent paradigm. He identifies the major technical challenges involved in such an endeavor and presents the results from a decade's research. The framework developed in the book allows distributed representation of uncertain knowledge on a large and complex environment embedded in multiple cooperative agents, and effective, exact and distributed probabilistic inference.

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Details

Bookseller
Students Textbooks IN (IN)
Bookseller's Inventory #
BIBR-291924
Title
Probabilistic Reasoning In Multiagent Systems
Author
Yang Xiang,,
Book Condition
New
Jacket Condition
New
Quantity Available
1
Binding
Hardcover
ISBN 10
0521813085
ISBN 13
9780521813082
Publisher
Cambridge University Press
This edition first published
September 15, 2002

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Students Textbooks

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Students Textbooks

Seller rating:
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