Abstract: We address the parallelization of a Monte-Carlo search algorithm. On a cluster of 64 cores we obtain a speedup of 56 for the parallelization of Morpion solitaire. An algorithm that behaves better than a naive one on heterogeneous clusters is also detailed.
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