AI RESEARCH
PMCTS: Particle Monte Carlo Tree Search for Principled Parallelized Inference Time Scaling
arXiv CS.LG
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ArXi:2605.08982v1 Announce Type: new Monte Carlo Tree Search (MCTS) is a widely used approach for policy improvement through search with increasing popularity for real world applications. Due to the sequential and deterministic nature of its search, runtime-scaling of MCTS with parallel compute remains a major challenge. We