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- W2770627170 abstract "The paper, basing on analysis of the Monte-Carlo Tree Search (MCTS) method and specific features of its behavior for various cases of usage, proposes a new variant of the method, which was called as Monte-Carlo Tree Search with Tree Shape Control (MCTS-TSC) and which uses original Depth-Width Criteria (DWCs) for both tree shape estimation and control during search and for estimation and selection of potentially better options for search continuation. Proposed Tree Shape Control (TSC) technique can be used with some other tuning, pruning, and learning techniques. Besides, it can provide better scheduling of MCTS parallelization." @default.
- W2770627170 created "2017-12-04" @default.
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- W2770627170 date "2017-05-01" @default.
- W2770627170 modified "2023-10-03" @default.
- W2770627170 title "Monte-Carlo tree search with tree shape control" @default.
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- W2770627170 doi "https://doi.org/10.1109/ukrcon.2017.8100358" @default.
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