General Obstacles for Parallelization of MCTS Sample Clauses

General Obstacles for Parallelization of MCTS. ‌ Since its inception, MCTS was the subject of parallelization, and several paralleliza- tion methods have been developed for it [CWvdH08a, CJ08, EM10, SKW10, SHM+16].
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General Obstacles for Parallelization of MCTS. This trend comes from the fact that MCTS usually needs a large number of iterations to converge, and every iteration can be executed in parallel. Therefore, MCTS has suf- ficient potential for parallelization in theory, and it even seems to be straightforward. However, a closer look reveals that there are four obstacles to achieve parallelism:

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