[3F4-OS-14b] 人狼知能と不完全情報ゲーム(2)

[3F4-OS-14b-02] Role estimation in Werewolf games using a selective desensitization neural network

Masahiro Saito², Seiryu Mishina¹, 〇Ken Yamane¹ (1. Teikyo University, 2. Fujisoft Incorporated)

Keywords:Werewolf game, role estimation, selective desensitization neural network

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.