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Monte-Carlo Planning: Basic Principles and Recent Progress

Monte-Carlo Planning: Basic Principles and Recent Progress. Alan Fern School of EECS Oregon State University. Outline. Preliminaries: Markov Decision Processes What is Monte-Carlo Planning? Uniform Monte-Carlo Single State Case (PAC Bandit) Policy rollout Sparse Sampling

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Monte-Carlo Planning: Basic Principles and Recent Progress