Biasing MCTS with Features for General Games

Dennis J. N. J. Soemers, Éric Piette, Cameron Browne

This paper proposes using a linear function approximator, rather than a deep neural network (DNN), to bias a Monte Carlo tree search (MCTS) player for general games. This is unlike…