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Abstract: The long-term goal of our field is the creation and understanding of intelligence. Productive research in AI, both practical and theoretical, benefits from a notion of intelligence that is precise enough to allow the cumulative development of robust systems and general results. The concept of rational agency has long been considered a leading candidate to fulfill this role. This paper outlines a gradual evolution in the formal conception of rationality that brings it closer to our informal... (Update)
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BibTeX entry: (Update)
Stuart Russell. Rationality and intelligence. In Proceedings of the 14th International Joint Conference on Artificial Intelligence, pages 950--957, 1995. http://citeseer.ist.psu.edu/russell95rationality.html More
@inproceedings{ russell95rationality,
author = "Stuart J. Russell",
title = "Rationality and Intelligence",
booktitle = "Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence",
publisher = "Morgan Kaufmann",
address = "San Francisco",
editor = "Chris Mellish",
pages = "950--957",
year = "1995",
url = "citeseer.ist.psu.edu/russell95rationality.html" }
Citations (may not include all citations):782 Artificial Intelligence: A Modern Approach (context) - Russell, Norvig - 1995
477 Intelligence without representation - Brooks - 1991
402 An analysis of time-dependent planning (context) - Dean, Boddy - 1988
384 A new approach to linear filtering and prediction problems (context) - Kalman - 1960
365 Pengi: an implementation of a theory of activity (context) - Agre, Chapman - 1987
259 Decisions with Multiple Objectives: Preferences and Value Tr.. (context) - Keeney, Raiffa - 1976
199 A model for reasoning about persistence and causation (context) - Dean, Kanazawa - 1989
184 A market-oriented programming environment and its applicatio.. - Wellman - 1994
148 Acting optimally in partially observable stochastic domains - Cassandra, Kaelbling et al. - 1994
145 Chunking in Soar: the anatomy of a general learning mechanis.. (context) - Laird, Rosenbloom et al. - 1986
137 Do the Right Thing: Studies in Limited Rationality (context) - Russell, Wefald - 1991
108 Logical Foundations of Probability (context) - Carnap - 1950
107 The EM algorithm for graphical association models with missi.. (context) - Lauritzen - 1995
102 Toward efficient agnostic learning - Kearns, Schapire et al. - 1992
94 Expressiveness and tractability in knowledge representation .. (context) - Levesque, Brachman - 1987
93 Reasoning about beliefs and actions under computational reso.. - Horvitz - 1989
88 Two theses of knowledge representation: language restriction.. - Doyle, Patil - 1991
85 Composing real-time systems - Russell, Zilberstein - 1991
82 Optimal composition of real-time systems - Zilberstein, Russell - 1996
77 Provably boundedoptimal agents - Russell, Subramanian - 1995
76 Making believers out of computers (context) - Levesque - 1986
75 Approximating optimal policies for partially observable stoc.. - Parr, Russell - 1995
63 An analysis of temporaldifference learning with function app.. - Tsitsiklis, Van Roy - 1996
60 A behavioral model of rational choice (context) - Simon - 1955
59 The BATmobile: Towards a Bayesian automated taxi - Forbes, Huang et al. - 1995
58 Local learning in probabilistic networks with hidden variabl.. - Russell, Binder et al. - 1995
58 Stochastic systems: Estimation (context) - Kumar, Varaiya - 1986
52 Meta-rules: reasoning about control (context) - Davis - 1980
43 The clarke tax as a consensus mechanism among automated agen.. (context) - Ephrati, Rosenschein - 1991
38 Change in View: Principles of Reasoning (context) - Harman - 1983
35 IEEE Transactions on Systems Science and Cybernetics (context) - Howard, theory - 1966
34 Minimal Rationality (context) - Cherniak - 1986
34 The Optimal Control of Partially Observable Markov Decision .. (context) - Sondik - 1971
30 Twenty-seven principles of rationality (context) - Good - 1971
28 Artificial Intelligence (context) - Newell, level - 1982
28 Graphical models for preference and utility - Bacchus, Grove - 1995
26 Rational choice and the structure of the environment (context) - Simon - 1958
24 On complexity as bounded rationality (context) - Papadimitriou, Yannakakis - 1994
16 Ideal partition of resources for metareasoning (context) - Horvitz, Breese - 1990
16 Artificial Intelligence: Theory and Practice (context) - Dean, Aloimonos et al. - 1995
13 Is there any need for domain-dependent control information - Minton - 1996
13 Is there any need for domaindependent control information - Ginsberg, Geddis - 1991
12 A formalization of explanation-based macro-operator learning - Tadepalli - 1991
11 Russell and Eric H (context) - Stuart - 1991
10 On optimal game-tree search using rational meta-reasoning (context) - Russell, Wefald - 1989
9 On play by means of computing machines (context) - Megiddo, Wigderson - 1986
8 Problem-solving design: Reasoning about computational value (context) - Horvitz - 1987
7 IEEE Transactions on Systems Science and Cybernetics (context) - Matheson, value et al. - 1968
5 Reasoning about preference models (context) - Wellman - 1985
5 Control of problem-solving: Principles and architecture (context) - Breese, Fehling - 1990
3 Engineering approach to building complete (context) - Brooks - 1989
2 Tanner lectures on human values (context) - Dennett, first - 1986
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.cs.berkeley.edu/~russell/publications.html): More
Speech Recognition with Dynamic Bayesian Networks - Zweig, Russell (1998) (Correct)
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