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Models of Continual Computation (1997)  (Make Corrections)  (24 citations)
Eric Horvitz Microsoft Research Redmond, Washington 98025...
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Abstract: Automated problem solving is viewed typically as the expenditure of computation to solve one or more problems passed to a reasoning system. In response to each problem received, effort is applied to generate a solution and problem solving ends when the solution is rendered. We discuss the notion of continual computation that addresses a broader conception of problem by considering the ideal use of the idle time between problem instances. The time is used to develop solutions proactively to... (Update)

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...of opportunity cost is borrowed from economics. It has been used previously in meta level rea soning by Russell and Wefald [1991] Horvitz [1997] uses a similar notion to develop a model of continual computation in which idle time is used to solve anticipated future problems....

...the minimal quality over all problem instances by the deadline. Another application is the continual computation model developed by Horvitz [1997] in which an interactive system uses idle time in order to solve possible future problems. When the user interrupts the...

Cited by:   More
A Bayesian System for Integration of Algorithms for Real-Time.. - Guo (2002)   (Correct)
Parallelizing Planning and Action of a Mobile Robot Based on.. - Miura, Shirai (2001)   (Correct)
Usability Guidelines for Interactive Search in Direct.. - Amant, Healey (2001)   (Correct)

Active bibliography (related documents):   More   All
0.7:   Principles and Applications of Continual Computation - Horvitz (2001)   (Correct)
0.5:   An Inductive Learning Approach to Prognostic Prediction - Street, Mangasarian, Wolberg (1995)   (Correct)
0.3:   The Lumière Project: Bayesian User Modeling .. - Horvitz, Breese.. (1998)   (Correct)

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0.2:   Models of Attention in Computing and Communication.. - Horvitz, Kadie, Paek.. (2003)   (Correct)
0.2:   Monitoring Navigational Strategies and Idle Time in Real and.. - Mania, Randell (2002)   (Correct)
0.2:   Continual Computation Policies for Utility-Directed Prefetching - Eric Horvitz (1998)   (Correct)

Related documents from co-citation:   More   All
11:   Optimal composition of real-time systems - Zilberstein, Russell - 1996
10:   Reasoning under varying and uncertain resource constraints - Horvitz - 1988
10:   Monitoring the progress of anytime problemsolving - Hansen, Zilberstein - 1996

BibTeX entry:   (Update)

E. Horvitz, Models of Continual Computation, AAAI-97: National Conference on Artificial Intelligence, Providence, Rhode Island, AAAI Press: Menlo Park, California. July 1997. 286-293 http: //research.microsoft.com/~horvitz/cc.htm http://citeseer.ist.psu.edu/article/horvitz97models.html   More

@inproceedings{ horvitz97models,
    author = "Eric Horvitz",
    title = "Models of Continual Computation",
    booktitle = "{AAAI}/{IAAI}",
    pages = "286-293",
    year = "1997",
    url = "citeseer.ist.psu.edu/article/horvitz97models.html" }
Citations (may not include all citations):
85   Reasoning under varying and uncertain resource constraints - Horvitz - 1988
42   Computation and Action Under Bounded Resources (context) - Horvitz - 1990
32   Display of information for time-critical decision making - Horvitz, Barry - 1995
21   Ideal reformulation of belief networks (context) - Breese, Horvitz - 1990
7   Rational metareasoning and compilation for optimizing decisi.. (context) - Horvitz - 1989
5   Pattern-based interactive diagnosis of multiple disorders: T.. (context) - Ben-Bassat, Carlson et al. - 1980
3   Toward normative expert systems: Part (context) - expert, The et al. - 1992
2   Linear Programming and Extensions (context) - Artificial, -- - 1963
2   The computational complexity of bayesian inference using bay.. (context) - Cooper - 1990
1   Flexible strategies for computing information value in diagn.. (context) - Horvitz, Peot - 1996
1   Time-dependent utility and action under uncertainty (context) - Symposium, Computation et al. - 1991
1   Planning and Control (context) - NJ, Press et al. - 1991
1   and Cooper (context) - Shwe, Middleton et al. - 1991
1   Approximating probabilistic inference in Bayesian networks i.. (context) - Artificial, -- et al. - 1993



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