PMCTS: Principled Parallelized Inference Time Scaling with Particle Monte Carlo Tree Search

Yaniv Oren, Viliam Vadocz, Joery A. de Vries +3

Monte Carlo Tree Search (MCTS) is a widely used approach for policy improvement and action selection in Reinforcement Learning. Due to its sequential and deterministic nature, prin…