Probabilistic Reasoning in Multiagent Systems 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Yang Xiang 作者

Cambridge University Press

譯者

2002-09-15 出版日期

308 頁數

USD 85.00 價格

Hardcover

叢書系列

9780521813082 圖書編碼

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發表於2024-11-08

Probabilistic Reasoning in Multiagent Systems 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Probabilistic Reasoning in Multiagent Systems 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Probabilistic Reasoning in Multiagent Systems 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Probabilistic Reasoning in Multiagent Systems 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Probabilistic Reasoning in Multiagent Systems 在線電子書圖書描述

This 2002 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 increasingly an active field of research and practice in artificial intelligence, operations research and statistics. The success of this technique in modeling intelligent decision support systems under the centralized and single-agent paradigm has been striking. Yang Xiang 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. 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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