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Filtering by: Contributor advisor sim D'Ambrosio, Bruce Remove constraint Contributor advisor sim: D'Ambrosio, Bruce Date issued sim 2001-08-31 Remove constraint Date issued sim: 2001-08-31

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  • Analysis of Bayesian anytime inference algorithms

    Creator:
    Burgess, Scott Alan
    Abstract:
    This dissertation explores and analyzes the performance of several Bayesian anytime inference algorithms for dynamic influence diagrams. These algorithms are compared on the On-Line Maintenance Agent testbed, a software artifact permitting comparison of dynamic reasoning algorithms used by an agent on a variety of simulated maintenance and monitoring tasks. Analysis...
    Resource Type:
    Dissertation