Cambridge University Press Knowledge Representation, Reasoning, and the Design of Intel

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  • ISBN: 9781107029569
  • Authors: Michael Gelfond,Yulia Kahl
  • Edition: 1
  • Publisher: Cambridge University Press
  • Publication Date: 10/03/2014
Cambridge University Press Knowledge Representation, Reasoning, and the Design of Intel
 
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Knowledge representation and reasoning is the foundation of artificial intelligence, declarative programming, and the design of knowledge-intensive software systems capable of performing intelligent tasks. Using logical and probabilistic formalisms based on answer set programming (ASP) and action languages, this book shows how knowledge-intensive systems can be given knowledge about the world and how it can be used to solve non-trivial computational problems. The authors maintain a balance between mathematical analysis and practical design of intelligent agents. All the concepts, such as answering queries, planning, diagnostics, and probabilistic reasoning, are illustrated by programs of ASP. The text can be used for AI-related undergraduate and graduate classes and by researchers who would like to learn more about ASP and knowledge representation.

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Additional Information

Authors Michael Gelfond,Yulia Kahl
Barcode 9781107029569
Brand Cambridge University Press
Edition 1
ISBN 9781107029569
Publication Date 10/03/2014
Publisher Cambridge University Press