Several areas of research on problem-solving tradeoffs in reasoning systems are presented. Issues surrouding the valuation of computation in the context of computational resource constraints are introduced. Areas of research on problem-solving tradeoffs receiving ongoing attention include: (1) strategic control, (2) structural control, and (3) the explanation of computation. In each area, we review the application of utility theory to the task of controlling problem-solving tradeoffs.<\/p>\n","protected":false},"excerpt":{"rendered":"
Several areas of research on problem-solving tradeoffs in reasoning systems are presented. Issues surrouding the valuation of computation in the context of computational resource constraints are introduced. Areas of research on problem-solving tradeoffs receiving ongoing attention include: (1) strategic control, (2) structural control, and (3) the explanation of computation. In each area, we review the […]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"Proceedings of the NASA Research Forum. 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