Do the right thing: studies in limited rationality
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,...
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| Format: | E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge, Mass.
MIT Press
©1991
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| Schriftenreihe: | Artificial intelligence
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| Links: | https://doi.org/10.7551/mitpress/2474.001.0001?locatt=mode:legacy |
| Zusammenfassung: | 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. |
| Umfang: | 1 Online-Ressource (xx, 200 Seiten) Illustrationen |
| ISBN: | 0262282771 0585342032 9780262282772 9780585342030 |
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| spelling | Russell, Stuart J. Do the right thing studies in limited rationality Stuart Russell and Eric Wefald Cambridge, Mass. MIT Press ©1991 1 Online-Ressource (xx, 200 Seiten) Illustrationen txt c cr Artificial intelligence 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. Wefald, Eric -1989 Limited rationality. Erscheint auch als Druck-Ausgabe 0262181444 Erscheint auch als Druck-Ausgabe 9780262181440 |
| spellingShingle | Russell, Stuart J. Do the right thing studies in limited rationality |
| title | Do the right thing studies in limited rationality |
| title_alt | Limited rationality. |
| title_auth | Do the right thing studies in limited rationality |
| title_exact_search | Do the right thing studies in limited rationality |
| title_full | Do the right thing studies in limited rationality Stuart Russell and Eric Wefald |
| title_fullStr | Do the right thing studies in limited rationality Stuart Russell and Eric Wefald |
| title_full_unstemmed | Do the right thing studies in limited rationality Stuart Russell and Eric Wefald |
| title_short | Do the right thing |
| title_sort | do the right thing studies in limited rationality |
| title_sub | studies in limited rationality |
| work_keys_str_mv | AT russellstuartj dotherightthingstudiesinlimitedrationality AT wefalderic dotherightthingstudiesinlimitedrationality |