Variance-Aware Prior-Based Tree Policies for Monte Carlo Tree Search

arXiv:2512.21648v3 Announce Type: replace-cross Abstract: Monte Carlo Tree Search (MCTS) has profoundly influenced reinforcement learning (RL) by integrating planning and learning in tasks requiring long-horizon reasoning, exemplified by the AlphaZero family of algorithms. Central to MCTS is the...