Abstract
We propose ParleE, a quantitative, flexible and adaptive model of emotions for a conversational agent in a multi-agent environment capable of multimodal communication. ParleE appraises events based on learning and aprobabilistic planning algorithm. ParleE also models personality and motivational states and their role in determining the way the agent experiences emotion.
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Blum, A. L. and J. C. Langford (1998). Probabilistic planning in the graphplan framework. In AIPS98 Workshop on Planning as Combinatorial Search, pages 8–12, June 1998.
Bui, T.D., Heylen, D., Poel, M. and A., Nijholt (2001). Generation of facial expressions from emotion using a fuzzy rule based system. In: Proceedings 14th Australian Joint Conference on Artificial Intelligence (AI 2001), December 2001, Adelaide, Australia, Lecture Notes in Artificial Intelligence 2256, M. Stumptner, D. Corbett & M. Brooks (eds.), Springer, Berlin, ISBN 3-540-42960-3, 83–94.
Elliott, C. (1992). The Affective Reasoner: A Process model of emotions in a multi-agent system. Institute for the Learning Sciences, Evanston, IL: Northwestern University, Ph.D. Thesis.
El-Nasr, M. S., Ioerger, T. and J. Yen (1999). FLAME: Fuzzy Logic Adaptive Model of Emotions, Autonmous Agents and Multi-Agent Systems, Kluwer Academic Publishers.
Fikes, R.E. & N.J. Nilsson (1971). STRIPS: A New Approach to the Application of Theorem Proving to Problem Solving. Artificial Intelligence, 2(3–4).
Gratch, J. (2000). Émile: Marshalling Passions in Training and Education. In Proceedings of the 4th International Conference on Autonomous Agents, Barcelona, Spain, June 2000.
Nijholt, A., M. van den Berk and A. van Hessen (1998), A natural language web-based dialogue system with a talking face, Proceedings Text, Speech and Dialogue. Sojka et al (eds.), Brno, Czech republic, pp. 415–420.
Nijholt, A., D. Heylen and R. Vertegaal (2000), Inhabited interfaces: Attentive conversational agents that help. In: Proceedings 3rd international Conference on Disability, Virtual Reality and Associated Technologies-CDVRAT2000, Alghero, Sardinia.
Ortony, A., G.L. Clore, and A. Collins (1988), The cognitive structure of emotions, Cambridge, Cambridge University Press.
Rousseau, D. (1996). Personality in Computer Characters.In: Proceedings of the 1996 AAAI Workshop on Entertainment andAI/A-Life, AAAI Press, Portland, Oregon, August 1996, pp. 38–43.
Velásquez, J. (1997). Modeling emotions and other motivations in synthetic agents. In: Proc. AAAI Conf. 1997, Providence, RI, pp. 10–15.
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Bui, T.D., Heylen, D., Poel, M., Nijholt, A. (2002). ParleE: An Adaptive Plan Based Event Appraisal Model of Emotions. In: Jarke, M., Lakemeyer, G., Koehler, J. (eds) KI 2002: Advances in Artificial Intelligence. KI 2002. Lecture Notes in Computer Science(), vol 2479. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45751-8_9
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DOI: https://doi.org/10.1007/3-540-45751-8_9
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