Yang Xiang

Probabilistic Reasoning in Multiagent Systems

A Graphical Models Approach

• Broschiertes Buch

Produktbeschreibung

Addresses the challenges of building intelligent agents to cooperate on complex tasks in uncertain environments.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 308
• Erscheinungstermin: 2. Juli 2010
• Englisch
• Abmessung: 244mm x 170mm x 17mm
• Gewicht: 535g
• ISBN-13: 9780521153904
• ISBN-10: 0521153905
• Artikelnr.: 31187918

Inhaltsangabe

Preface
1. Introduction
2. Bayesian networks
3. Belief updating and cluster graphs
4. Junction tree representation
5. Belief updating with junction trees
6. Multiply sectioned Bayesian networks
7. Linked junction forests
8. Distributed multi-agent inference
9. Model construction and verification
10. Looking into the future
Bibliography
Index.