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Time-Dependent Utility and Action Under Uncertainty

Eric Horvitz and Geoffrey Rutledge

Abstract

We discuss representing and reasoning with knowledge about the time-dependent utility of an agent's actions. Time-dependent utility plays a crucial role in the interaction between computation and action under bounded resources. We present a semantics for time-dependent utility and describe the use of time-dependent information in decision contexts. We illustrate our discussion with examples of time-pressured reasoning in Protos, a system constructed to explore the ideal control of inference by reasoners that have limited abilities.

Details

Publication typeInproceedings
URLhttp://www.mkp.com/
PublisherMorgan Kaufmann Publishers
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