Abstract
We demonstrate how current knowledge about the neurobiology and structure of human personality can be used as the basis for a computational model of personality in intelligent agents (PAC—personality, affect, and culture). The model integrates what is known about the neurobiology of human motivation and personality with knowledge about the psy chometric structure of trait language and personality tests. Thus, the current model provides a principled theoretical account that is based on what is currently known about the structure and neurobiology of human personality and tightly integrates it into a computational architecture. The result is a motive-based computational model of personality that provides a psychologically principled basis for intelligent virtual agents with realistic and engag ing personality.
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References
André, E., Rist, T., van Mulken, S., Klesen, M., Baldes, S.: The automated design of believable dialogues for animated presentation teams. In: Cassell, J., Sullivan, J., Prevost, S., Churchill, E.. (eds.) Embodied conversational agents. MIT Press, Cambridge (2000)
Badler, N.I., Reich, B.D., Weber, B.L.: Towards personalities for animated agents with reactive and planning behaviors. In: Trappl, R., Petta, P. (eds.) Creating Personalities for Synthetic Actors: Towards Autonomous Personality Agents, pp. 43–57. Springer, Berlin (1997)
Ball, G., Breese, J.: Emotion and Personality in a conversational agent. In: Cassell, J., Sullivan, J., Prevost, S., Churchill, E. (eds.) Embodied conversational agents, pp. 189–219. MIT Press, Cambridge (2000)
Goldberg, A.: IMPROV: A system for real-time animation of behavior-based interactive synthetic actors. In: Trappl, R., Petta, P. (eds.) Creating Personalities for Synthetic Actors: Towards Autonomous Personality Agents, pp. 58–73. Springer, Berlin (1997)
Rousseau, D., Hayes-Roth, B.: A Social-Psychological Model for Synthetic Actors. In: Proceedings of the Second International Conference on Autonomous Agents, Minneapolis, MN (May 1998)
Bates, J.: The role of emotion in believable characters. Communications of the ACMÂ 37(7) (1994)
Bates, J., Loyall, A., Reilly, W.: Integrating Reactivity, Goals and Emotions in a Broad Agent. In: Proceedings of the 14th Annual Conference of the Cognitive Science Society, Indiana (1992)
Loyall, A.B.: Some requirements and approaches for natural language in a believable agent. In: Trappl, R., Petta, P. (eds.) Creating Personalities for Synthetic Actors: Towards Autonomous Personality Agents, pp. 113–119. Springer, Berlin (1997)
Reilly, W.S.N.: Believable Social and Emotional Agents. Ph.D. Dissertation. Carnegie-Mellon University (1996)
Blumberg, B.: Action-Selection in Hamsterdam: Lessons from Ethology. In: Cliff, D., Husbands, P., Meyer, J.A., Wilson, S.W. (eds.) From Animals To Animats, Proceedings of the Third International Conference on the Simulation of Adaptive Behavior. MIT Press, Cambridge (1994)
Maes, P.: Situated Agents Can Have Goals. Journal of Robotics and Autonomous Systems 6(1&2) (1990a)
Maes, P.: How to do the right thing. Connection Science Journal 1(3), 293–325 (1990b)
Moffat, D.: Personality parameters and programs. In: Trappl, R., Petta, P. (eds.) Creating Personalities for Synthetic Actors: Towards Autonomous Personality Agents, pp. 120–165. Springer, Berlin (1997)
Mischel, W.: Toward a cognitive social learning reconceptualizaton of personality. Psychological Review 80, 252–283 (1973)
Gratch, J., Marsella, S.: A Domain-independent framework for modeling emotion. Journal of Cognitive Systems Research 5(4), 269–306 (2004)
Digman, J.M.: Higher-order factors of the Big Five. Journal of Personality and Social Psychology 73, 1246–1256 (1997)
Goldberg, L.R.: Language and individual differences: The search for universals in personality lexicons. In: Wheeler, L. (ed.) Review of personality and social psychology, vol. 2, pp. 141–165. Sage, Beverly Hills (1981)
John, O.P., Srivastava, S.: The Big Five Trait taxonomy: History, Measurement, and Theoretical Perspectives. In: Pervin, L.A., John, O.P. (eds.) Handbook of Personality: Theory and Research, 2nd edn., pp. 102–138. Guilford Press, New York (1999)
McCrae, R.R., Costa Jr., P.T.: A Five-Factor Theory of Personality. In: Pervin, L.A., John, O.P. (eds.) Handbook of Personality: Theory and Research, 2nd edn., pp. 139–153. Guilford Press, New York (1999)
Tellegen, A., Waller, N.G.: Exploring personality through test construction: Development of the Multidimensional Personality Questionnaire. In: Briggs, S.R., Cheek, J.M., Donohue, E.M. (eds.) Handbook of adult personality inventories. Plenum Press, New York (1997)
Wiggins, J.S., Trapnell, P.D.: A dyadic-interactional perspective on the five-factor model. In: Wiggins, J.S. (ed.) The five-factor model of personality: Theoretical perspectives, pp. 88–162. Guilford Press, New York (1996)
Miller, L.C., Read, S.J.: Why am I telling you this? Self-disclosure in a goal-based model of personality. In: Derlega, V., Berg, J. (eds.) Self-disclosure: Theory, Research, and Therapy, pp. 35–58. Plenum, New York (1987)
Miller, L.C., Read, S.J.: On the coherence of mental models of persons and relationships: A knowledge structure approach. In: Fletcher, G.J.O., Fincham, F. (eds.) Cognition in Close Relationships, pp. 69–99. Erlbaum, Hillsdale (1991)
Read, S.J., Miller, L.C.: Inter-personalism: Toward a goal-based theory of persons in relationships. In: Pervin, L. (ed.) Goal concepts in personality and social psychology, pp. 413–472. Erlbaum, Hillsdale (1989)
Clark, L.A., Watson, D.: Temperament: A New Paradigm for Trait Psychology. In: Pervin, L.A., John, O.P. (eds.) Handbook of Personality: Theory and Research, 2nd edn., pp. 399–423. Guilford Press, New York (1999)
Pickering, A.D., Gray, J.A.: The Neuroscience of Personality. In: Pervin, L.A., John, O.P. (eds.) Handbook of Personality: Theory and Research, 2nd edn., pp. 277–299. Guilford Press, New York (1999)
Rothbart, M.K., Bates, J.E.: Temperament. In: W. Damon (Series Ed.) & N. Eisenberg (Vol. Ed.), Handbook of Child Psychology: Social, emotional, and personality development (5th ed.), Vol. 3, pp. 105–176. Wiley, New York (1998)
Davidson, R.J., Jackson, D.C., Kalin, N.H.: Emotion, Plasticity, Context, and Regulation: Perspectives from Affective Neuroscience. Psychological Bulletin 126, 890–909 (2000)
Cacioppo, J.T., Gardner, W.L., Berntson, G.G.: The affect system has parallel and integrative processing components: Form follows function. Journal of Personality and Social Psychology 76, 839–855 (1999)
Panksepp, J.: Affective Neuroscience: The Foundations of Human and Animal Emotions. Oxford University Press, New York (1998)
Hofstee, W.K.B., de Raad, B., Goldberg, L.R.: Integration of the Big-Five and circumplex approaches to trait structure. Journal of Personality and Social Psychology 63, 146–163 (1992)
Gray, J.A.: The Psychology of Fear and Stress, 2nd edn. Cambridge University Press, New York (1987)
Zuckerman, M.: Psychobiology of personality, 2nd edn. Cambridge University Press, Cambridge (2005)
Depue, R.A., Collins, P.F.: Neurobiology of the structure of personality: Dopamine, facilitation of incentive motivation and extraversion. Behavioral and Brain Sciences 22, 491–569 (1999)
Bugental, D.B.: Acquisition of the algorithms of social life: A domain-based approach. Psychological Bulletin 126, 187–219 (2000)
Fiske, A.P.: The four elementary forms of sociality: Framework for a unified theory of social relations. Psychological Review 99, 689–723 (1992)
Depue, R.A.: A neurobiological framework for the structure of personality and emotion: Implications for personality disorders. In: Clarkin, J., Lenzenweger, M. (eds.) Major theories of personality disorders, pp. 347–390. Guilford Press, New York (1996)
Nigg, J.T.: On inhibition/disinhibition in developmental psychopathology: Views from cognitive and personality psychology and a working inhibition taxonomy. Psychological Bulletin 126, 220–246 (2000)
Lehnert, W.G.: Plot units and summarization. Cognitive Science 4, 293–331 (1981)
Zachary, W., LeMentec, J.-C., Miller, L.C., Read, S.J., Thomas-Meyers, G.: Steps toward a Personality-based Architecture for Cognition. In: Proceedings of the 14th Annual Conference on Behavioral Representation in Modeling and Simulation. IST, Orlando (2005a)
Zachary, W., Le Mentec, J.-C., Miller, L.C., Read, S.J., Thomas-Meyers, G.: Human behavioral representations with realistic personality and cultural characteristics. In: Proceedings of the Tenth International Command and Control Research and Technology Symposium, McLean, VA (2005b)
McCollum, C., Deaton, J., Barba, C., Santarelli, T., Singer, M., Kerr, B.: Developing an immersive, cultural training system. In: The Proceedings I/ITSEC 2004. National Training Systems Association, Arlington (2004)
Read, S.J., Miller, L.S., Rosoff, A., Eilbert, J., Iordanov, V., LeMentec, J.-C., Zachary, W.: Integrating Emotional Dynamics into the PAC Cognitive Architecture. In: Proceedings of the 15th Annual Conference on Behavioral Representation in Modeling and Simulation. Institute for Simulation and Training, Orlando (2006)
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Read, S. et al. (2006). A Neurobiologically Inspired Model of Personality in an Intelligent Agent. In: Gratch, J., Young, M., Aylett, R., Ballin, D., Olivier, P. (eds) Intelligent Virtual Agents. IVA 2006. Lecture Notes in Computer Science(), vol 4133. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11821830_26
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DOI: https://doi.org/10.1007/11821830_26
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-37593-7
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