An action selection process to simulate the human behavior in virtual humans with real personality
- Original Article
- Published:
- Volume 27, pages 275–285, (2011)
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- Héctor Orozco 1 ,
- Félix Ramos 1 ,
- Marco Ramos 2 &
- ...
- Daniel Thalmann 3
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327 Accesses
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10 Citations
Abstract
In this paper, we present an action selection mechanism to simulate the human behavior in realistic and believable virtual humans according to their personality and affective state taking into account their beliefs, desires, intentions, and the level of intensity of the events they perceive from their environment.
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Laird, J., Wray, R.: Variability in human behavior modeling for military simulations. In: Proceedings of the 2003 Conference on Behavior Representation in Modeling and Simulation (BRIMS), Scottsdale, AZ (2003)
Murakami, Y., Sugimoto, Y., Ishida, T.: Modeling human behavior for virtual training systems. In: Cohn A. (ed.) AAAI Conference on Artificial Intelligence, Proceedings of the 20th National Conference on Artificial Intelligence, vol. 1, pp. 127–132. AAAI Press, Henlo Park (2005)
Ören, T., Yilmaz, L.: Behavioral anticipation in agent simulation. In: Winter Simulation Conference, pp. 801–806 (2004)
Rizzo, P., Veloso, M., Miceli, M., Cesta, A.: Personality-driven social behaviors in believable agents. In: AAAI Fall Symposium on Socially Intelligent Agents (1997)
Schmidt, B.: How to give agents a personality. In: Proceedings of Third Workshop on Agent-Based Simulation, Passau, Germany, (2002)
Martinez-Miranda, J., Aldea, A.: Emotions human and artificial intelligence. Comput. Hum. Behav. 21(2), 323–341 (2005)
Tellegen, A., Ben-Porath, Y., Arbisi, P., Graham, J., Kaemmer, B.: The MMPI-2 Restructured Clinical Scales: Development, Validation, and Interpretation. University of Minnesota Press, Minneapolis (2003)
McCauley, L., Franklin, S., Bogner, M.: An emotion-based conscious software agent architecture, affective interactions. In: Lecture Notes in Artificial Intelligence, vol. 1814, pp. 107–120. Springer, Berlin/Heidelberg (2000)
Imbert, R., de Antonio, A.: An emotional architecture for virtual characters. In: ICVS’05, Third International Conference on Virtual Storytelling. Lecture Notes in Computer Science, vol. 3805 Strasbourg, France, pp. 63–72. Springer, Berlin (2005)
Liu, Z., Pan, Z.-G.: An emotion model of 3D virtual characters in intelligent virtual environments. In: Tao, J.H., Tan, T.N., Picard R.W. (eds.) Affective Computing and Intelligent Interaction, pp. 629–636. Springer, Berlin (2005)
Bosse, T., Pointer, M., Treur, J.: A dynamical system modelling approach to Gross’ model of emotion regulation. In: Proceedings of the 8th International Conference on Cognitive Modeling (ICCM’07), pp. 187–192. Taylor and Francis/Psychology Press, Oxford, UK (2007)
Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotions. Cambridge University Press, New York (1988)
El-Nasr, M.S., Yen, J., Ioerger, T.R.: FLAME: Fuzzy logic adaptive model of emotions. Auton. Agents Multi-Agent Syst. 3(3), 219–257 (2000)
Khulood, A.M., Raed, A.Z.: Emotional agents: a modeling and an application. Inf. Softw. Technol. 49(7), 695–716 (2007)
Bates, J., Loyall, B.A., Reilly, S.W.: An architecture for action, emotion, and social behavior. In: Modelling Autonomous Agents in a Multi-Agent World, pp. 55–68 (1992)
McCrae, R., John, O.: An introduction to the five-factor model and its application. J. Pers. 60(2), pp. 175–215 (1992)
Poznanski, M., Thagard, P.: Changing personalities: towards realistic virtual characters. J. Exp. Theor. Artif. Intell. 17(3), pp. 221–241 (2005)
Ghasem-Aghaee, N., Oren, T.: Cognitive complexity and dynamic personality in agent simulation. Comput. Hum. Behav. 23(6), 2983–2997 (2007)
Liu, Z., Lu, Y.-S.: A motivation model for virtual characters. In: Proceedings of the Seventh International Conference on Machine Learning and Cybernetics, vol. 5, pp. 2712–2717 (2008)
García-Rojas, A., Gutiérrez, M., Thalmann, D.: Simulation of individual spontaneous reactive behavior. In: AAMAS ’08: Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems, Richland, SC, International Foundation for Autonomous Agents and Multiagent Systems, pp. 143–150 (2008)
Egges, A., Kshirsagar, S., Magnenat-Thalmann, N.: Generic personality and emotion simulation for conversational agents. J. Vis. Comput. Animat. 15(1), 1–13 (2004)
Hong, J.: From Rational to Emotional Agents: A Way to Design Emotional Agents. VDM Verlag, Saarbrucken (2008)
Ekman, P.: Moods, Emotions, and Traits, the Nature of Emotion: Fundamental Questions. Oxford University Press, New York (1994)
Sellbom, M., Ben-Porath, Y.S., Lilienfeld, S.O., Patrick, C.J., Graham, J.R.: Assessing psychopathic personality traits with the MMPI-2. J. Pers. Assess. 85, 334–343 (2005)
Orozco, H., Thalmann, D., Ramos, F.: Making empathetic virtual humans in human–computer interaction scenarios. In: Proceedings of 11th Computer Graphics International, CGI ’10 (2010)
Gebhard, P.: ALMA: a layered model of affect. In: Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS ’05, pp. 29–36 (2005)
Kasap, Z., Moussa, M.B., Chaudhuri, P., Magnenat-Thalmann, N.: Making them remember—emotional virtual characters with memory. IEEE Comput. Graph. Appl. 29(2), 20–29 (2009)
Jiang, H., Vidal, J.M., Huhns, M.N.: EBDI: An architecture for emotional agents. In: Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 1–3 (1997)
Kowalski, R., Sergot, M.: A logic-based calculus of events. New Gener. Comput. 4(1), 67–95 (1986)
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Orozco, H., Ramos, F., Ramos, M. et al. An action selection process to simulate the human behavior in virtual humans with real personality. Vis Comput 27, 275–285 (2011). https://doi.org/10.1007/s00371-011-0549-z
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DOI: https://doi.org/10.1007/s00371-011-0549-z
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