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Simulating a Team Behaviour of Affective Agents Using Robocode

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Book cover Distributed Computing and Artificial Intelligence

Abstract

The study of the impact of emotion and affect in decision making processes involved in a working team stands for a multi-disciplinary issue (e.g. with insights from disciplines such as Psychology, Neuroscience, Philosophy and Computer Science). On the one hand, and in order to create such an environment we look at a team of affective agents to play into a battlefield, which present different emotional profiles (e.g. personality and mood).On the other hand, to attain cooperation, a voting mechanism and a decision-making process was implemented, being Robocode used as the simulation environment. Indeed, the results so far obtained are quite satisfying; the agent team performs quite well in the battlefield and undertakes different behaviours depending on the skirmish conditions.

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References

  1. Marreiros, G., Ramos, C., Neves, J.: Emotion and Group Decision Making in Artificial Intelligence. In: Cognitive, Emotive and Ethical Aspects of Decision-Making in Humans and in AI, vol. IV, pp. 41–46 (2005) ISBN 1-894613-86-4

    Google Scholar 

  2. Ortony, A.: On making believable emotional agents believable. In: Traple, R.P. (ed.) Emotions in Humans and Artefacts. MIT Press, Cambridge (2003)

    Google Scholar 

  3. Hartness, K.: Robocode: using games to teach artificial intelligence. J. Comput. Sci. Coll. 19(4), 287–291 (2004)

    Google Scholar 

  4. Howard, P., Howard, J.: The BIG FIVE Quickstart: An introduction to the five factor model of personality for human resource professionals. Center for Applied Cognitive Studies, Charlotte (2004)

    Google Scholar 

  5. Forgas, J.: Mood and judgment: The affect infusion model (AIM). Psychological Bulletin 117, 39–66 (1995)

    Article  Google Scholar 

  6. Loewenstein, G., Lerner, J.S.: The role of affect in decision making. In: Handbook of Affective Sciences. Oxford University Press (2003)

    Google Scholar 

  7. Schwarz, N.: Emotion, cognition, and decision making. Cognition and Emotion 14(4), 433–440 (2000)

    Article  Google Scholar 

  8. Barsade, S.: The Ripple Effect: Emotional Contagion and Its Influence on Group Behavior. Administrative Science Quarterly 47, 644–675 (2002)

    Article  Google Scholar 

  9. Neumann, R., Strack, F.: Mood contagion: The automatic transfer of mood between persons. Journal of Personality and Social Psychology 79, 211–223 (2000)

    Article  Google Scholar 

  10. Ortony, A., Clore, G.L., Collins, A.: The cognitive structure of emotions. Cambridge University Press, Cambridge (1988)

    Google Scholar 

  11. Gratch, J., Marsella, S.: Evaluating a computational model of emotion. Journal of Autonomous Agents and Multiagent Systems 11(1), 23–43 (2006)

    Article  Google Scholar 

  12. Mourão, D., Paiva, A.: EToy: Building an affective physical interface. In: 2nd Workshop on Attitude, Personality and Emotions in User-Adapted Interaction (2001)

    Google Scholar 

  13. Lim, M.Y., Dias, J., Aylett, R., Paiva, A.: Improving Adaptiveness in Autonomous Characters. In: Prendinger, H., Lester, J.C., Ishizuka, M. (eds.) IVA 2008. LNCS (LNAI), vol. 5208, pp. 348–355. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  14. Bída, M., Brom, C.: Towards a platform for the education in emotion modeling based on virtual environments. In: 3rd Workshop on Emotion and Computing, pp. 45–52 (2008)

    Google Scholar 

  15. Marreiros, G., Santos, R., Ramos, C., Neves, J.: Context-aware emotion-based model for group decision making. IEEE Intelligent Systems Magazine 25(2), 31–39 (2010)

    Article  Google Scholar 

  16. Ryckman, R.: Theories of Personality. Thomson/Wadsworth (2004)

    Google Scholar 

  17. Mehrabian: Analysis of the Big-Five Personality Factors in Terms of the PAD Temperament Model. Australian Journal of Psychology 46 (1996)

    Google Scholar 

  18. Santos, R., Marreiros, G., Ramos, C., Neves, J., Bulas-Cruz, J.: Personality, Emotion, and Mood in Agent-Based Group Decision Making. IEEE Intelligent Systems 26(6), 58–66 (2011)

    Article  Google Scholar 

  19. McCrae, R.R., John, P.O.: An introduction to the five-factor model and its applications. Journal of Personality 60, 175–215 (1992)

    Article  Google Scholar 

  20. Nakagawa, K., Shinozawa, K., Ishiguro, H., Akimoto, T., Hagita, N.: Motion modification method to control affective nuances for robots. In: Int. Conf. Intelligent Robots and Systems, pp. 5003–5008 (2009)

    Google Scholar 

  21. Haifang, L., Haipeng, H., JunJie, C.: A new layered model of affect. In: Int. Asia Conf. on Informatics in Control, Automation and Robotics (CAR), pp. 261–264 (2010)

    Google Scholar 

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Correspondence to António Rebelo .

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Rebelo, A. et al. (2013). Simulating a Team Behaviour of Affective Agents Using Robocode. In: Omatu, S., Neves, J., Rodriguez, J., Paz Santana, J., Gonzalez, S. (eds) Distributed Computing and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 217. Springer, Cham. https://doi.org/10.1007/978-3-319-00551-5_10

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  • DOI: https://doi.org/10.1007/978-3-319-00551-5_10

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-00550-8

  • Online ISBN: 978-3-319-00551-5

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