Research of correlation between personality of humans and evaluation of the game agent in cooperative game Hanabi

Abstract

When we meet a person for the first time, impression of the person is positively correlated with the similarity of the personality. In this paper, the authors researches on whether such a correlation appears even between human and game agent. The author uses AI plays cooperative card game Hanabi as the game agent. The author implemented two kinds of Hanabi agent which has difference on tendency to take risky plays. Participants of an experiment played Hanabi with both agents and evaluate them. As a result, there are some positive correlations between humans’ points of view of risk and failure and their evaluation in similar agent. This suggests that we need to take difference of users’ personality into account when we design cooperative AI.