Role estimation in Werewolf games using a selective desensitization neural network

Abstract

Estimating a player’s role is important to win Werewolf games. As described in this paper, we propose a role estimation method incorporating a selective desensitization neural network. We evaluated its accuracy using a model constructed for 15-person games. Experimentally obtained results show that the model estimated six roles with 69% accuracy.