Articles liés à Do the Right Thing: Studies in Limited Rationality

Do the Right Thing: Studies in Limited Rationality - Couverture rigide

Russell, Stuart; Wefald, Eric H.

 
9780262181440: Do the Right Thing: Studies in Limited Rationality
Couverture rigide
ISBN 10 : 0262181444 ISBN 13 : 9780262181440
Editeur : The MIT Press, 1991

Synopsis

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.

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.

This book builds on important philosophical and technical work by his coauthor, the late Eric Wefald.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos 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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
The MIT Press
Date d'édition
1991
Langue
anglais
ISBN 10 
0262181444
ISBN 13 
9780262181440
Reliure
Relié
Nombre de pages
224
Coordonnées du fabricant
non disponible
Personne responsable
non disponible