J. Allbeck et al. (Eds.): IVA 2010, LNAI 6356, pp. 357–370, 2010.
© Springer-Verlag Berlin Heidelberg 2010
The Influence of Emotions in Embodied Agents on
Human Decision-Making
*
Celso M. de Melo
1
, Peter Carnevale
2
, and Jonathan Gratch
1
1
Institute for Creative Technologies, University of Southern California,
12015 Waterfront Drive, Building #4 Playa Vista, CA 90094-2536, USA
demelo@usc.edu, gratch@ict.usc.edu
2
USC Marshall School of Business
Los Angeles, CA 90089-0808, USA
peter.carnevale@marshall.usc.edu
Abstract. Acknowledging the social functions that emotions serve, there has
been growing interest in the interpersonal effect of emotion in human decision
making. Following the paradigm of experimental games from social psychology
and experimental economics, we explore the interpersonal effect of emotions
expressed by embodied agents on human decision making. The paper describes
an experiment where participants play the iterated prisoner’s dilemma against
two different agents that play the same strategy (tit-for-tat), but communicate
different goal orientations (cooperative vs. individualistic) through their pat-
terns of facial displays. The results show that participants are sensitive to
differences in the facial displays and cooperate significantly more with the coop-
erative agent. The data indicate that emotions in agents can influence human de-
cision making and that the nature of the emotion, as opposed to mere presence, is
crucial for these effects. We discuss the implications of the results for designing
human-computer interfaces and understanding human-human interaction.
Keywords: Emotion, Embodied Agents, Decision Making, Cooperation, Ex-
perimental Games.
1 Introduction
The expression of emotion can serve important social functions in humans [1, 2].
Anger can communicate to the receiver to cease its actions as they might be hindering
the sender’s goals; shame can convey regret for actions that might have obstructed the
receivers’ goals; happiness or sadness might convey a general positive or negative
appraisal of the current situation; and so on. Complementing the focus on the in-
trapersonal effects of emotion [3, 4] and acknowledging this social view of emotions,
there is interest in the interpersonal effects of emotion on human decision making.
*
This work was sponsored by the Fundação para a Ciência e a Tecnologia (FCT) grant
#SFRH-BD-39590-2007; and, the U.S. Army Research, Development, and Engineering
Command and the National Science Foundation under grant #HS-0713603. The content does
not necessarily reflect the position or the policy of the Government, and no official endorse-
ment should be inferred.