KSL-89-81 + redirect page
Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources + Has identifier
Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources + Ksl tr id
Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources + Number
| Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources |
Bibtype
techreport
Has publishing details
1989
Has title
Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources
Has where published
KSL-89-81
Has year
1989
Title
Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources
Year
1989
Abstract
Several years ago, our research group init … Several years ago, our research group initiated the Protos project to investigate the use of decision theory as a framework for reasoning about the design and operation of ideal agents under bounded resources. We have studied metareasoning, reasoning, and compilation within the framework of decision theory. Our model of rationality centers on the use of design-time and tractable run-time decision-theoretic analyses to control the detail and completeness of problem-level decision making. Unlike straightforward decision analyses, we apply the principles of decision theory to enriched models that include not only distinctions and outcomes in the world,but also distinctions and outcomes about cognition. In this paper, we shall review some earlier work on rational metareasoning and describe the benefits of integrating deliberative models of decision-theoretic reasoning and metareasoning with several classes of precomputed or compiled actions. lasses of precomputed or compiled actions.
Address
Milan, Italy +
Author
Eric Horvitz +
Has author
Eric Horvitz +
Has identifier
Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources +
Number
Rational Metareasoning and Compilation for Optimizing Decisions under Bounded Resources +
Process note
YES +
Categories KSL Technical Report +, Publication +, Technical Report +
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