Probabilistic Reasoning in Multiagent Systems: A Graphical Models Approach - Softcover

Xiang, Yang

Softcover

ISBN 10: 0521153905 ISBN 13: 9780521153904

Publisher: Cambridge University Press, 2010

Synopsis

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

About this title

Review

Review of the hardback: '... this is a valuable and welcome comprehensive guide to the state-of-the-art in applying belief networks.' Kybernetes

Review of the hardback: '... the well-balanced treatment of multiagent systems will make the book useful to both theoretical computer scientists and the more applied artificial intelligence community. Moreover, the interdisciplinary nature of the subject makes it relevant not only to computer scientists but also to people from operations research and microeconomics (social choice and game theory in particular). The book easily deserves to be on the shelf of any modern theoretical computer scientist.' SIGACT News

Book Description

This 2002 book identifies the technical challenges in building intelligent agents that can cooperate on complex tasks in an uncertain environment and provides a rigorous framework for meeting these challenges. It is a comprehensive book that addresses the subject of probabilistic inference by multiple agents using graphical knowledge representations.

Edition details

• Publisher: Cambridge University Press
• Publication date: 2010
• Language: English
• ISBN 10: 0521153905
• ISBN 13: 9780521153904
• Binding: Paperback
• Edition number: 1
• Number of pages: 308