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Filtering by: Subject Monte Carlo method -- Computer programs Remove constraint Subject: Monte Carlo method -- Computer programs Committee Member Campbell, Matthew I. Remove constraint Committee Member: Campbell, Matthew I.

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  • Monte Carlo Tree Search with Fixed and Adaptive Abstractions

    Creator:
    Hostetler, Jesse A.
    Abstract:
    Monte Carlo tree search (MCTS) is a class of online planning algorithms for Markov decision processes (MDPs) and related models that has found success in challenging applications. In the online planning approach, the agent makes a decision in the current state by performing a limited forward search over possible futures...
    Resource Type:
    Dissertation
    Full Text:
    the degree of Doctor of Philosophy in Computer Science presented on March 20, 2017. Title: Monte