Bayesian optimization for backpropagation in Monte-Carlo tree search

Yueqin Li, Nengli Lim

In large domains, Monte-Carlo tree search (MCTS) is required to estimate the values of the states as efficiently and accurately as possible. However, the standard update rule in ba…