Knowledge representation, reasoning, and the design of intelligent agents :
Gelfond, Michael,
Knowledge representation, reasoning, and the design of intelligent agents : the answer-set programming approach / Michael Gelfond, Yulia Kahl. - xiv, 348 pages : illustrations ; 24 cm.
Includes bibliographical references (pages 331-341) and index.
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.-- $c Provided by Publisher.
9781107029569
2013029651
Intelligent agents (Computer software)
QA76.76.I58 / G45 2014
006.3 GE.K 2014
Knowledge representation, reasoning, and the design of intelligent agents : the answer-set programming approach / Michael Gelfond, Yulia Kahl. - xiv, 348 pages : illustrations ; 24 cm.
Includes bibliographical references (pages 331-341) and index.
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.-- $c Provided by Publisher.
9781107029569
2013029651
Intelligent agents (Computer software)
QA76.76.I58 / G45 2014
006.3 GE.K 2014
