Proceedings

Continual Computation Policies for Allocating Offline and Real-Time Resources

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Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence. Uncertainty and Probabilistic Reasoning. Pages 1280-1286.

Abstract

Research on continual computation centers on developing precomputation policies that can effectively harness available resources to solve future challenges. We focus on integrating a consideration of offiine and real-time resources in continual computation. We review precomputation policies for flexible procedures and present strategies that account for the expected future real-time refinement of a result following precomputation. Finally, we address policies that consider the tradeoff between the efficiency of solving current and potential future challenges.

Eric Horvitz. 1999. Continual Computation Policies for Allocating Offline and Real-Time Resources. In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, IJCAI-99. IJCAI, 1280–1286. https://ijcai.org/proceedings/1999/182
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