Parallelization with a Single Shared Tree Sample Clauses

Parallelization with a Single Shared Tree. ‌ There are three parallelization methods for MCTS (i.e., Root Parallelization, Leaf Par- allelization, and Tree Parallelization) that belong to two main categories: (A) paral- lelization with an ensemble of trees, and (B) parallelization with a single shared tree. The parallelization methods that belong to the former category (i.e., Root and Leaf Parallelization) do not need a shared search tree. But the methods that belong to the latter category use a shared search tree such as Tree Parallelization. In Tree Paral- lelization, parallel threads are potentially able to perform different MCTS operations on a same node of the shared tree [CWvdH08a]. These shared accesses are the source of the potential race conditions.
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