Why does Monte Carlo Tree Search reset Tree

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傲寒
傲寒 2021-02-15 18:28

I had a small but potentially stupid question about Monte Carlo Tree Search. I understand most of it but have been looking at some implementations and noticed that after the MCT

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  •  清酒与你
    2021-02-15 19:09

    Some implementations do indeed retain the information.

    For example, the AlphaGo Zero paper says:

    The search tree is reused at subsequent time-steps: the child node corresponding to the played action becomes the new root node; the subtree below this child is retained along with all its statistics, while the remainder of the tree is discarded

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