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Author: Kohankhaki, Farnaz Subject: Heuristic Search Collections: Graduate and Postdoctoral Studies (GPS), Faculty of /Theses and Dissertations

  • Monte Carlo Tree Search and Model Uncertainty

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    Fall 2022

    Kohankhaki, Farnaz

    Monte Carlo Tree Search (MCTS) is a popular tree search framework for choos- ing actions in decision-making problems. MCTS is traditionally applied to applications in which a perfect simulation model is available. However, when the model is imperfect, the performance of MCTS drops heavily. In...

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