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A computational model of resource-bounded reasoning and decision-making under uncertainty

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https://ir.library.oregonstate.edu/concern/technical_reports/9w032b34r

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  • A complete approach to uncertainty management requires support for interactive and in­cremental problem formulation, inference, hypothesis ranking, and decision making. In addition, computational models must allow for time and resource bounds. Current ap­proaches to uncertainty management concentrate primarily on inference, provide little or no support for the larger issues in reasoning under uncertainty, and ignore computational concerns. This paper presents the beginnings of comprehensive computational model for real-time and resource-bounded reasoning and decision making under uncertainty.
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