Bayesian Inference in Monte-Carlo Tree Search

Gerald Tesauro, V T Rajan, Richard Segal

Monte-Carlo Tree Search (MCTS) methods are drawing great interest after yielding breakthrough results in computer Go. This paper proposes a Bayesian approach to MCTS that is inspir…