ICML-Convex Regularization in Monte-Carlo Tree Search

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Convex Regularization in Monte-Carlo Tree Search

                Tuan Dam 1 Carlo D’Eramo 1 Jan Peters 1 Joni Pajarinen 1 2

              Abstract               structure (Coulom, 2006). MCTS provides a principled ap-
    Monte-Carlo planning and Reinforcement Learn-       proach for trading off between exploration and exploitation
    ing (RL) are essential to sequential decision mak-    in sequential decision making. Moreover, recent advances
    ing. The recent AlphaGo and AlphaZero algo-   ...

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关键词：Monte-carlo Regular search Convex ATION