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A Neurobiologically Inspired Model of Personality in an Intelligent Agent

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Intelligent Virtual Agents (IVA 2006)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4133))

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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

  1. 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)

    Google Scholar 

  2. 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)

    Chapter  Google Scholar 

  3. 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)

    Google Scholar 

  4. 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)

    Chapter  Google Scholar 

  5. 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)

    Google Scholar 

  6. Bates, J.: The role of emotion in believable characters. Communications of the ACM 37(7) (1994)

    Google Scholar 

  7. 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)

    Google Scholar 

  8. 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)

    Chapter  Google Scholar 

  9. Reilly, W.S.N.: Believable Social and Emotional Agents. Ph.D. Dissertation. Carnegie-Mellon University (1996)

    Google Scholar 

  10. 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)

    Google Scholar 

  11. Maes, P.: Situated Agents Can Have Goals. Journal of Robotics and Autonomous Systems 6(1&2) (1990a)

    Google Scholar 

  12. Maes, P.: How to do the right thing. Connection Science Journal 1(3), 293–325 (1990b)

    Google Scholar 

  13. 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)

    Chapter  Google Scholar 

  14. Mischel, W.: Toward a cognitive social learning reconceptualizaton of personality. Psychological Review 80, 252–283 (1973)

    Article  Google Scholar 

  15. Gratch, J., Marsella, S.: A Domain-independent framework for modeling emotion. Journal of Cognitive Systems Research 5(4), 269–306 (2004)

    Article  Google Scholar 

  16. Digman, J.M.: Higher-order factors of the Big Five. Journal of Personality and Social Psychology 73, 1246–1256 (1997)

    Article  Google Scholar 

  17. 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)

    Google Scholar 

  18. 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)

    Google Scholar 

  19. 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)

    Google Scholar 

  20. 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)

    Google Scholar 

  21. 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)

    Google Scholar 

  22. 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)

    Google Scholar 

  23. 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)

    Google Scholar 

  24. 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)

    Google Scholar 

  25. 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)

    Google Scholar 

  26. 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)

    Google Scholar 

  27. 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)

    Google Scholar 

  28. Davidson, R.J., Jackson, D.C., Kalin, N.H.: Emotion, Plasticity, Context, and Regulation: Perspectives from Affective Neuroscience. Psychological Bulletin 126, 890–909 (2000)

    Article  Google Scholar 

  29. 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)

    Article  Google Scholar 

  30. Panksepp, J.: Affective Neuroscience: The Foundations of Human and Animal Emotions. Oxford University Press, New York (1998)

    Google Scholar 

  31. 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)

    Article  Google Scholar 

  32. Gray, J.A.: The Psychology of Fear and Stress, 2nd edn. Cambridge University Press, New York (1987)

    Google Scholar 

  33. Zuckerman, M.: Psychobiology of personality, 2nd edn. Cambridge University Press, Cambridge (2005)

    Google Scholar 

  34. 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)

    Google Scholar 

  35. Bugental, D.B.: Acquisition of the algorithms of social life: A domain-based approach. Psychological Bulletin 126, 187–219 (2000)

    Article  Google Scholar 

  36. Fiske, A.P.: The four elementary forms of sociality: Framework for a unified theory of social relations. Psychological Review 99, 689–723 (1992)

    Article  Google Scholar 

  37. 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)

    Google Scholar 

  38. 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)

    Article  Google Scholar 

  39. Lehnert, W.G.: Plot units and summarization. Cognitive Science 4, 293–331 (1981)

    Article  Google Scholar 

  40. 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)

    Google Scholar 

  41. 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)

    Google Scholar 

  42. 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)

    Google Scholar 

  43. 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)

    Google Scholar 

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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

  • Online ISBN: 978-3-540-37594-4

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