Enhancing Bayesian Network Structural Learning with Monte Carlo Tree Search

Jorge D. Laborda, Pablo Torrijos, José M. Puerta +1

This article presents MCTS-BN, an adaptation of the Monte Carlo Tree Search (MCTS) algorithm for the structural learning of Bayesian Networks (BNs). Initially designed for game tre…