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ENTITY Particle Monte Carlo Tree Search

Particle Monte Carlo Tree Search

PulseAugur coverage of Particle Monte Carlo Tree Search — every cluster mentioning Particle Monte Carlo Tree Search across labs, papers, and developer communities, ranked by signal.

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  1. 2026-05-22 research_milestone Publication of a new algorithm for parallelized inference time scaling. source
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  1. TOOL · CL_44993 ·

    New PMCTS algorithm enables principled parallel inference scaling

    Researchers have developed Particle Monte Carlo Tree Search (PMCTS), a novel algorithm designed to address the challenges of parallelizing Monte Carlo Tree Search (MCTS) for neural network evaluations. Unlike traditiona…