skip to main content
10.5555/2484920.2485037acmotherconferencesArticle/Chapter ViewAbstractPublication PagesaamasConference Proceedingsconference-collections
research-article

An evaluation of the COR-E computational model for affective behaviors

Published: 06 May 2013 Publication History

Abstract

The simulation of believable behaviors for virtual agents requires to take human factors such as emotions into account. Most computational models dealing with this issue include emotion categories in their architecture. However, determining categories to use and their influence on behavior is a difficult task. In order to address this challenge, our COR-E model uses an architecture without emotion categories. In this paper, we present an evaluation of this model in the context of a waiting line scenario. We show that COR-E can produce believable emotional behaviors, and test the contributions of the various components and characteristics of its architecture to these positive results.

References

[1]
J. Austin. How to do things with words, volume 88. Harvard University Press, 1975.
[2]
L. Barrett. Solving the emotion paradox: Categorization and the experience of emotion. Pers. and social psychol. review, 10(1):20, 2006.
[3]
T. Bosse, M. Hoogendoorn, M. Klein, J. Treur, and C. van der Wal. Agent-based analysis of patterns in crowd behaviour involving contagion of mental states. Modern Approaches in Applied Intelligence, pages 566--577, 2011.
[4]
S. Campano and N. Sabouret. A socio-emotional model of impoliteness for non-player characters. In 3rd International Conference on Affective Computing and Intelligent Interaction (ACII), pages 1--7, sept. 2009.
[5]
S. Campano, N. Sabouret, E. de Sevin, and V. Corruble. The 'resource' approach to emotion. In International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2012), 2012.
[6]
D. D�rner, J. Gerdes, M. Mayer, and S. Misra. A simulation of cognitive and emotional effects of overcrowding. In International Conference on Cognitive Modeling, pages 92--98, 2006.
[7]
C. Elliott. The affective reasoner: a process model of emotions in a multi-agent system. PhD thesis, 1992.
[8]
P. Gebhard. ALMA: a layered model of affect. In International joint conference on Autonomous agents and multiagent systems, pages 29--36. ACM, 2005.
[9]
J. Gratch and S. Marsella. A domain-independent framework for modeling emotion. Cognitive Systems Research, 5(4):269--306, 2004.
[10]
J. Gratch, S. Marsella, N. Wang, and B. Stankovic. Assessing the validity of appraisal-based models of emotion. In Affective Computing and Intelligent Interaction and Workshops (ACII), pages 1--8, 2009.
[11]
S. Hobfoll. Conservation of resources. American Psychologist, 44(3):513--524, 1989.
[12]
S. Hobfoll. Stress, culture, and community: The psychology and philosophy of stress. Plenum Pub Corp, 2004.
[13]
W. James. The emotions. In The principles of psychology, 1890.
[14]
R. Lazarus and S. Folkman. Stress, appraisal, and coping. Springer Publishing Company, 1984.
[15]
S. Luke, C. Cioffi-Revilla, L. Panait, K. Sullivan, and G. Balan. Mason: A multiagent simulation environment. Simulation, 81(7):517--527, 2005.
[16]
S. Marsella and J. Gratch. EMA: A process model of appraisal dynamics. Cognitive Systems Research, 10(1):70--90, 2009.
[17]
S. Marsella, J. Gratch, and P. Petta. Computational models of emotion. A Blueprint for an Affectively Competent Agent: Cross-Fertilization Between Emotion Psychology, Affective Neuroscience, and Affective Computing, 2010.
[18]
S. Marsella, J. Gratch, N. Wang, and B. Stankovic. Assessing the validity of a computational model of emotional coping. In Affective Computing and Intelligent Interaction and Workshops, pages 1--8, 2009.
[19]
A. Mehrabian and J. Russell. An approach to environmental psychology. the MIT Press, 1974.
[20]
A. Ortony, G. L. Clore, and A. Collins. The cognitive structure of emotions. New York : Cambridge University Press, 1988.
[21]
A. Ortony and T. Turner. What's basic about basic emotions. Psychological review, 97(3):315--331, 1990.
[22]
R. Pfeifer. The "Fungus Eater" Approach to Emotion: A View from Artificial Intelligence. Cognitive Studies, 1:42--57, 1994.
[23]
J. Russell. Culture and the categorization of emotions. Psychological bulletin, 110(3):426--450, 1991.
[24]
S. Schachter and J. Singer. Cognitive, social, and physiological determinants of emotional state. Psychological review, 69(5):379, 1962.
[25]
K. Scherer. Appraisal theory. Handbook of cognition and emotion, pages 637--663, 1999.

Index Terms

  1. An evaluation of the COR-E computational model for affective behaviors

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    AAMAS '13: Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
    May 2013
    1500 pages
    ISBN:9781450319935

    Sponsors

    • IFAAMAS

    In-Cooperation

    Publisher

    International Foundation for Autonomous Agents and Multiagent Systems

    Richland, SC

    Publication History

    Published: 06 May 2013

    Check for updates

    Author Tags

    1. affect
    2. behavior
    3. believability
    4. emotion
    5. virtual agent

    Qualifiers

    • Research-article

    Conference

    AAMAS '13
    Sponsor:

    Acceptance Rates

    AAMAS '13 Paper Acceptance Rate 140 of 599 submissions, 23%;
    Overall Acceptance Rate 1,155 of 5,036 submissions, 23%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • 0
      Total Citations
    • 100
      Total Downloads
    • Downloads (Last 12 months)1
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 16 Oct 2024

    Other Metrics

    Citations

    View Options

    Get Access

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media