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Cognitive Model Of Trust Dynamics Predicts Human Behavior Within And Between Two Games Of Strategic Interaction With Computerized Confederate Agents, Michael G. Collins, Ion Juvina, Kevin A. Gluck
Cognitive Model Of Trust Dynamics Predicts Human Behavior Within And Between Two Games Of Strategic Interaction With Computerized Confederate Agents, Michael G. Collins, Ion Juvina, Kevin A. Gluck
Psychology Faculty Publications
When playing games of strategic interaction, such as iterated Prisoner's Dilemma and iterated Chicken Game, people exhibit specific within-game learning (e.g., learning a game's optimal outcome) as well as transfer of learning between games (e.g., a game's optimal outcome occurring at a higher proportion when played after another game). The reciprocal trust players develop during the first game is thought to mediate transfer of learning effects. Recently, a computational cognitive model using a novel trust mechanism has been shown to account for human behavior in both games, including the transfer between games. We present the results of a study in …
Modeling Trust Dynamics In Strategic Interaction, Ion Juvina, Christian Lebiere, Cleotilde Gonzalez
Modeling Trust Dynamics In Strategic Interaction, Ion Juvina, Christian Lebiere, Cleotilde Gonzalez
Psychology Faculty Publications
We present a computational cognitive model that explains transfer of learning across two games of strategic interaction – Prisoner's Dilemma and Chicken. We summarize prior research showing that, when these games are played in sequence, the experience acquired in the first game influences the players’ behavior in the second game. The same model accounts for human data in both games. The model explains transfer effects with the aid of a trust mechanism that determines how rewards change depending on the dynamics of the interaction between players. We conclude that factors pertaining to the game or the individual are insufficient to …