Reasoning Under Varying and Uncertain Resource Constraints

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Citation: Eric Horvitz. (1988) Reasoning Under Varying and Uncertain Resource Constraints. In Proceedings of the Seventh National Conference on Artificial Intelligence (AAAI), 111-116,1988.

Publication inproceedings ( Edit )
type InProceedings
bibtype inproceedings
Bibtex basics
author Eric Horvitz
title Reasoning Under Varying and Uncertain Resource Constraints
booktitle Proceedings of the Seventh National Conference on Artificial Intelligence (AAAI)
pages 111-116
address Minneapolis, Minnesota
year 1988
Bibtex more
note Postscript of this article is available at http://www.research.microsoft.com/research/dtg/horvitz/ai88.HTM.
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abstract We describe the use of decision-theory to optimize the value of computation under uncertain and varying resource limitations. The research is motivated by the pursuit of formal models of rational decision making for computational agents, centering on the explicit consideration of preferences and resource availability. We focus here on the importance of identifying the multiattribute structure of partial results generated by approximation methods for making control decisions. Work on simple algorithms and on the control of decision-theoretic inference itself is described.

KSL Technical Report ID: KSL-88-35
Facts about Reasoning Under Varying and Uncertain Resource ConstraintsRDF feed
Abstract We describe the use of decision-theory to … We describe the use of decision-theory to optimize the value of computation under uncertain and varying resource limitations. The research is motivated by the pursuit of formal models of rational decision making for computational agents, centering on the explicit consideration of preferences and resource availability. We focus here on the importance of identifying the multiattribute structure of partial results generated by approximation methods for making control decisions. Work on simple algorithms and on the control of decision-theoretic inference itself is described. n-theoretic inference itself is described.
Address Minneapolis, Minnesota  +
Author Eric Horvitz  +
Bibtype inproceedings  +
Booktitle Proceedings of the Seventh National Conference on Artificial Intelligence (AAAI)  +
Has author Eric Horvitz  +
Has identifier KSL-88-35  +
Has publishing details 111-116,1988  +
Has title Reasoning Under Varying and Uncertain Resource Constraints  +
Has where published Proceedings of the Seventh National Conference on Artificial Intelligence (AAAI)  +
Has year 1988  +
Ksl tr id KSL-88-35  +
Note Postscript of this article is available at http://www.research.microsoft.com/research/dtg/horvitz/ai88.HTM.
Pages 111-116  +
Process note GOOGLE  +
Title Reasoning Under Varying and Uncertain Resource Constraints  +
Year 1988  +
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