We show how to combine Bayes nets and game theory to predict the behavior of hybrid systems involving both humans and automated components. We call this novel framework “Semi Network-Form Games,” and illustrate it by predicting aircraft pilot behavior in potential near mid-air collisions. At...

Under its conventional positive interpretation, game theory predicts that the mixed strategy profile of players in a particular noncooperative game will fall within some set determined by the game, e.g., the set of Nash equilibria of that game. Profiles outside of that set are implicitly...