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Optimal Sequencing of Contract Algorithms

Shlomo Zilberstein François Charpillet 1 Philippe Chassaing 2
1 MAIA - Autonomous intelligent machine
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : We address the problem of building an interruptible real-time system using non-interruptible components. Some artificial intelligence techniques offer a tradeoff between computation time and quality of results, but their run-time must be determined when they are activated. These techniques, called contract algorithms, introduce a complex scheduling problem when there is uncertainty about the amount of time available for problem-solving. We show how to optimally sequence contract algorithms to create the best possible interruptible system with or without stochastic information about the deadline. These results extend the foundation of real-time problem-solving and provide useful guidance for embedding contract algorithms in applications.
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https://hal.inria.fr/inria-00099720
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Submitted on : Tuesday, September 26, 2006 - 9:40:36 AM
Last modification on : Wednesday, May 4, 2022 - 3:14:20 AM

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Shlomo Zilberstein, François Charpillet, Philippe Chassaing. Optimal Sequencing of Contract Algorithms. Annals of Mathematics and Artificial Intelligence, Springer Verlag, 2003, 39 (1), pp.1-18. ⟨10.1023/A:1024412831598⟩. ⟨inria-00099720⟩

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