Do the Right Thing - Studies in Limited Rationality

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9780262513821: Do the Right Thing - Studies in Limited Rationality

Do the Right Thing The authors argue that a new theoretical foundation for artificial intelligence can be constructed in which rationality is a property of "programs" within a finite architecture, and their behavior over time in the task environment, rather than a property of individual decisions. Full description

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Like Mooki, the hero of Spike Lee's film "Do the Right Thing," artificially intelligent systems have a hard time knowing what to do in all circumstances. Classical theories of perfect rationality prescribe the "right thing" for any occasion, but no finite agent can compute their prescriptions fast enough. In Do the Right Thing, the authors argue that a new theoretical foundation for artificial intelligence can be constructed in which rationality is a property of "programs" within a finite architecture, and their behavior over time in the task environment, rather than a property of individual decisions. Do the Right Thing suggests that the rich structure that seems to be exhibited by humans, and ought to be exhibited by AI systems, is a necessary result of the pressure for optimal behavior operating within a system of strictly limited resources. It provides an outline for the design of new intelligent systems and describes theoretical and practical tools for bringing about intelligent behavior in finite machines. The tools are applied to game planning and realtime problem solving, with surprising results. Stuart Russell is Associate Professor of Computer Science at the University of California, Berkeley. This book builds on important philosophical and technical work by his coauthor, the late Eric Wefald.

Biographie de l'auteur :

Stuart Russell is Associate Professor of Computer Science at the University of California, Berkeley. This book builds on important philosophical and technical work by his coauthor, the late Eric Wefald.

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Russell, Stuart
ISBN 10 : 026251382X ISBN 13 : 9780262513821
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Stuart Russell, Eric H. Wefald
Edité par MIT Press Ltd, United States (2003)
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Description du livre MIT Press Ltd, United States, 2003. Paperback. État : New. 226 x 152 mm. Language: English . Brand New Book ***** Print on Demand *****.Like Mooki, the hero of Spike Lee s film Do the Right Thing, artificially intelligent systems have a hard time knowing what to do in all circumstances. Classical theories of perfect rationality prescribe the right thing for any occasion, but no finite agent can compute their prescriptions fast enough. In Do the Right Thing, the authors argue that a new theoretical foundation for artificial intelligence can be constructed in which rationality is a property of programs within a finite architecture, and their behavior over time in the task environment, rather than a property of individual decisions.Do the Right Thing suggests that the rich structure that seems to be exhibited by humans, and ought to be exhibited by AI systems, is a necessary result of the pressure for optimal behavior operating within a system of strictly limited resources. It provides an outline for the design of new intelligent systems and describes theoretical and practical tools for bringing about intelligent behavior in finite machines. The tools are applied to game planning and realtime problem solving, with surprising results.Stuart Russell is Associate Professor of Computer Science at the University of California, Berkeley. This book builds on important philosophical and technical work by his coauthor, the late Eric Wefald. N° de réf. du libraire APC9780262513821

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Stuart Russell, Eric H. Wefald
Edité par MIT Press Ltd, United States (2003)
ISBN 10 : 026251382X ISBN 13 : 9780262513821
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Description du livre MIT Press Ltd, United States, 2003. Paperback. État : New. 226 x 152 mm. Language: English . Brand New Book ***** Print on Demand *****. Like Mooki, the hero of Spike Lee s film Do the Right Thing, artificially intelligent systems have a hard time knowing what to do in all circumstances. Classical theories of perfect rationality prescribe the right thing for any occasion, but no finite agent can compute their prescriptions fast enough. In Do the Right Thing, the authors argue that a new theoretical foundation for artificial intelligence can be constructed in which rationality is a property of programs within a finite architecture, and their behavior over time in the task environment, rather than a property of individual decisions.Do the Right Thing suggests that the rich structure that seems to be exhibited by humans, and ought to be exhibited by AI systems, is a necessary result of the pressure for optimal behavior operating within a system of strictly limited resources. It provides an outline for the design of new intelligent systems and describes theoretical and practical tools for bringing about intelligent behavior in finite machines. The tools are applied to game planning and realtime problem solving, with surprising results.Stuart Russell is Associate Professor of Computer Science at the University of California, Berkeley. This book builds on important philosophical and technical work by his coauthor, the late Eric Wefald. N° de réf. du libraire APC9780262513821

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S Russell
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Description du livre MIT Press, 2010. PAP. État : New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du libraire IP-9780262513821

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Russell, Stuart
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Description du livre The MIT Press, 2017. Paperback. État : New. This item is printed on demand. N° de réf. du libraire 026251382X

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Stuart Russell
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Description du livre Mit Press. Paperback. État : New. Paperback. 224 pages. Dimensions: 8.9in. x 6.0in. x 0.7in.Like Mooki, the hero of Spike Lees film Do the Right Thing, artificially intelligent systems have a hard time knowing what to do in all circumstances. Classical theories of perfect rationality prescribe the right thing for any occasion, but no finite agent can compute their prescriptions fast enough. In Do the Right Thing, the authors argue that a new theoretical foundation for artificial intelligence can be constructed in which rationality is a property of programs within a finite architecture, and their behavior over time in the task environment, rather than a property of individual decisions. Do the Right Thing suggests that the rich structure that seems to be exhibited by humans, and ought to be exhibited by AI systems, is a necessary result of the pressure for optimal behavior operating within a system of strictly limited resources. It provides an outline for the design of new intelligent systems and describes theoretical and practical tools for bringing about intelligent behavior in finite machines. The tools are applied to game planning and realtime problem solving, with surprising results. Stuart Russell is Associate Professor of Computer Science at the University of California, Berkeley. This book builds on important philosophical and technical work by his coauthor, the late Eric Wefald. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. N° de réf. du libraire 9780262513821

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Russell, Stuart; Wefald, Eric H.
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Description du livre The MIT Press, 2003. Paperback. État : New. N° de réf. du libraire INGM9780262513821

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Russell, Stuart; Wefald, Eric H.
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Description du livre The MIT Press, 2003. Paperback. État : New. book. N° de réf. du libraire 026251382X

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