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

Maximilian Weichart

Monte Carlo Tree Search (MCTS) has profoundly influenced reinforcement learning (RL) by integrating planning and learning in tasks requiring long-horizon reasoning, exemplified by…