Abstract
This paper focuses on designing a goal based rational component of a believable agent which has to interact with facial expressions with humans in communicative scenarios like teaching. One of the main concerns of the proposed model is to define interactions among rationality, personality and emotion in order to fulfill the idea of making rational decisions with emotional regulation. Our research aims are directed towards improving decision making process by means of applying Data Fusion techniques, especially Ordered Weighted Averaging (OWA) operator as a goal selection mechanism. Also the issue of obtaining weights for OWA aggregation is discussed. Finally the suggested algorithm is tested and results are provided with a real benchmark.
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References
Abidi, M.A., Gonzalez, R.C.: Data Fusion in robotics and machine intelligence. Academic Press, San Diego (1992)
Beliakov, G.: How to Build Aggregation Operators from Data. International Journal of Intelligent Systems 18, 903–923 (2003)
Boutilier, C., Dean, T., Hanks, S.: Decision-theoretic planning: Structural assumptions and computational leverage. Journal of Artificial Intelligence Research 11, 1–94 (1999)
Breazeal, C.L.: Emotion and Sociable Humanoid Robots. International Journal of Human-Computer Studies 59, 119–155 (2003)
Camurri, A., Caglio, A.: An Architecture for Emotional Agents. IEEE Multimedia Journal (1998)
Camurri, A., Volpe, G.: A Goal Directed Rational Component for Emotional Agent. Systems, Man, and Cybernetics. In: IEEE SMC 1999 Conference Proceedings, IEEE Computer Society Press, Los Alamitos (1999)
Filev, D.P., Yager, R.R.: Learning OWA Operator Weights From Data. In: Proceedings of the Third IEEE International Conference on Fuzzy Systems, Orlando, pp. 468–473. IEEE Computer Society Press, Los Alamitos (1994)
Filev, D., Yager, R.: On the issue of obtaining OWA operator weights. Fuzzy Set Systems 94, 157–169 (1998)
Fuller, R., Majlender, P.: An analytic approach for obtaining maximal entropy OWA operator weights. Fuzzy Set Systems 124, 53–57 (2001)
Fuller, R., Majlender, P.: On obtaining minimal variability OWA operator weights. Fuzzy Sets and Systems 136(2), 203–215 (2003)
Hall, D.L., LLinas, J.: Handbook of Multisensor Data Fusion. CRC Press, Boca Raton (2001)
Millon, T., Lerner, M.J.: Handbook of Psychology. Personality and social psychology 5 (2003)
Sartre, J.P.: Being and Nothingness. Trans. Hazel E. Barnes. Quokka Books, New York (1978)
Scassellati, B.M.: Foundations for a Theory of Mind for a Humanoid Robot. MIT University (2001)
Yager, R.R.: On Ordered Weighted Averaging Operators in Multicriteria Decision Making. IEEE Transaction on Systems, Man and Cybernetics (1988)
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Fonooni, B., Moshiri, B., Lucas, C. (2007). Applying Data Fusion in a Rational Decision Making with Emotional Regulation. In: Lungarella, M., Iida, F., Bongard, J., Pfeifer, R. (eds) 50 Years of Artificial Intelligence. Lecture Notes in Computer Science(), vol 4850. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77296-5_29
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DOI: https://doi.org/10.1007/978-3-540-77296-5_29
Publisher Name: Springer, Berlin, Heidelberg
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