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Filtering by: Committee Member Dietterich, Thomas G. Remove constraint Committee Member: Dietterich, Thomas G. Creator Xu, Yuehua Remove constraint Creator: Xu, Yuehua

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  • Learning ranking functions for efficient search

    Creator:
    Xu, Yuehua
    Abstract:
    This dissertation explores algorithms for learning ranking functions to efficiently solve search problems, with application to automated planning. Specifically, we consider the frameworks of beam search, greedy search, and randomized search, which all aim to maintain tractability at the cost of not guaranteeing completeness nor optimality. Our learning objective for...
    Resource Type:
    Dissertation