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Features of Emotional Planning in Software Agents

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Decision Theory and Multi-Agent Planning

Part of the book series: CISM International Centre for Mechanical Sciences ((CISM,volume 482))

Abstract

Resource-bounded agents that are situtated in complex environments face challenges of uncertainty, non-determinism, conflicting goals, and social interaction. We investigate planning and emotional processes as helpful assets in this context and point out possibilities of interactions between them. The different perspectives of these processes on the tasks of situated agents are found to be complementary in whole architectural designs, although substantial consolidation and integration is needed.

The Austrian Research Institute for Artificial Intelligence is supported by the Austrian Federal Ministry for Education, Science and Culture and by the Austrian Federal Ministry for Transport, Innovation and Technology. Part of this work is carried out within the Network of Excellence Humaine (Contract No. 507422) that is funded by the European Union’s Sixth Framework Programme with support from the Austrian Funds for Research and Technology Promotion for Industry (FFF 808818/2970 KA/SA). This publication reflects only the authors’ views. The European Community is not liable for any use that may be made of the information contained herein.

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Bibliography

  1. Agre P.E., Chapman D.: Pengi: An Implementation of a Theory of Activity, in Proceedings of the 6th National Conference on Artificial Intelligence, Morgan Kaufmann, Los Altos/Palo Alto/San Francisco, pp.268–272, 1987.

    Google Scholar 

  2. Agre P.E., Chapman D.: What are plans for?, Technical Report: AIM-1050a, Massachusetts Institute of Technology, Cambridge, MA, USA, 1991.

    Google Scholar 

  3. Agre P., Horswill I.: Lifeworld Analysis, Journal of Artificial Intelligence Research, 6:111–145, 1997.

    Google Scholar 

  4. Alien S.: Concern Processing in Autonomous Agents, Cognitive Science Research Centre, School of Computer Science, University of Birmingham, UK, EU, Ph.D. Thesis, 1999.

    Google Scholar 

  5. Arnold M.B.: Emotion and Personality, Columbia University Press, New York, NY, USA, (Vols. I and II), 1960.

    Google Scholar 

  6. Avradinis N., Aylett R.: Agents with no aims: Motivation-driven continuous planning, in Rist T. et al. (eds.), Intelligent Virtual Agents, 4th International Workshop (IVA 2003), September 15–17, Kloster Irrsee, LNCS 2792, Springer Verlag, Berlin/Heidelberg/New York, pp.269–273, 2003.

    Google Scholar 

  7. Bates J.: The Role of Emotion in Believable Agents, Communications of the ACM, Special Issue: Intelligent Agents, 37(7):122–125, 1994.

    Article  Google Scholar 

  8. Blythe J.: Decision-theoretic Planning, AI Magazine, 20(2):37–54, 1999.

    Google Scholar 

  9. Boutilier C, Dean T., Hanks, S.: Decision-Theoretic Planning: Structural Assumptions and Computational Leverage, Journal of Artificial Intelligence Research, 11(1):l–94, 1999.

    MathSciNet  Google Scholar 

  10. Brooks R.A.: Intelligence without Representation, Artificial Intelligence, Special Volume: Foundations of Artificial Intelligence, 47(1–3):139–159, 1991.

    Article  Google Scholar 

  11. Clark A.: Being There—Putting Brain, Body and World Together Again, MIT Press/Bradford Books, Cambridge/London, 1997.

    Google Scholar 

  12. Doyle J.: Toward Rational Planning and Replanning, in Austin T. (ed.): Advanced Planning Technology: Technological Achievements of the ARPA/Rorne Laboratory Planning Initiative, AAAI Press, Menlo Park, CA, USA, pp. 130–135, 1996.

    Google Scholar 

  13. Doyle J.: Rational Decision Making, Wilson R.A., Keil F. (eds.): MIT Encyclopedia of the Cognitive Sciences (MITECS), MIT Press/Bradford Books, Cambridge/London, 1999.

    Google Scholar 

  14. Doyle J.: Bounded Rationality, Wilson R.A., Keil F. (eds.): MIT Encyclopedia of the Cognitive Sciences (MITECS), MIT Press/Bradford Books, Cambridge/London, 1999.

    Google Scholar 

  15. Ellsworth P.C., Scherer K.R.: Appraisal Processes in Emotion, Davidson R.J. et al. (eds.), Handbook of Affective Sciences, Oxford University Press, Oxford/New York, pp.572–595, 2003.

    Google Scholar 

  16. Ferguson I.A.: Touring Machines: An Architecture for Dynamic, Rational, Mobile Agents, University of Cambridge, UK, EU, Ph.D. Thesis, 1992.

    Google Scholar 

  17. Frijda N.H.: The Emotions, Cambridge University Press, Paris, France, EU, 1986.

    Google Scholar 

  18. Glass A., Grosz B.: Socially conscious decision-making, in Sierra C. et al. (eds.), Proceedings of the Fourth International Conference on Autonomous Agents (Agents2000), Barcelona, Catalonia, Spain, June 3–7, 2000, ACM Press, New York, NY, USA, pp.217–224, 2000.

    Chapter  Google Scholar 

  19. Goldin D.Q., Smolka S.A., Attie P.C., Sonderegger E.L.: Turing Machines, Transition Systems, and Interaction, Information and Computation, 194(2):101–128, 2004.

    MATH  MathSciNet  Google Scholar 

  20. Gratch J.: Why You Should Buy an Emotional Planner, in Velasquez J.D. (ed.), Emotion-Based Agent Architectures (EBAA’99), May 1, 1999, Third International Conference on Autonomous Agents (Agents’99), Seattle, WA, USA, pp.53–60, 1999.

    Google Scholar 

  21. Gratch J., Marsella S.: A Domain-independent Framework for Modeling Emotion, Cognitive Systems Research, 5(4):269–306, 2004.

    Article  Google Scholar 

  22. Grosz B.J., Kraus S., Talman S., Stossel B., Havlin M.: The Influence of Social Dependencies on Decision-Making: Initial Investigations with a New Game, in Jennings N. et al. (eds.), Proceedings of the third International joint conference on autonomous agents and multiagent systems (AAMAS’04), July 19–23, 2004, New York City. NY, USA, IEEE Computer Society Press, Washington D.C., USA, Vol.2, pp.782–789, 2004.

    Google Scholar 

  23. Horty J.F., Pollack M.E.: Evaluating New Options in the Context of Existing Plans, Institute for Advanced Computer Studies, University of Maryland, College Park, MD, USA, 2000.

    Google Scholar 

  24. Huber M.J.: JAM: a BDI-theoretic mobile agent architecture, in Etzioni O. et al. (eds.), Proceedings of the third annual conference on Autonomous Agents (Agents’99), Seattle, WA, USA, May 1–5, ACM Press, New York, NY, USA, pp.236–243, 1999.

    Chapter  Google Scholar 

  25. Jardins M. des, Durfee E.H., Ortiz C.L., Wolverton M.J.: A Survey of Research in Distributed, Continual Planning, AI Magazine, 20(4):13–22, 1999.

    Google Scholar 

  26. Jung C.G., Fischer K.: Methodological Comparison of Agent Models, DFKI Research Report-98-01, DFKI, Saarbrücken, Germany, EU, 1998.

    Google Scholar 

  27. Lazarus R.S.: Emotion and Adaptation, Oxford University Press, London/Oxford/New York, 1991.

    Google Scholar 

  28. Madani O., Hanks S., Condon A.: On the undecidability of probabilistic planning and related stochastic optimization problems, Artificial Intelligence, 147(l–2):5–34, 2003.

    MATH  MathSciNet  Google Scholar 

  29. Moffat D.: Personality Parameters and Programs, in Trappl R., Petta P. (eds.), Creating Personalities for Synthetic Actors, LNAI 1195, Springer-Verlag, Berlin/Heidelberg, pp. 120–165, 1997.

    Chapter  Google Scholar 

  30. Myers K.L.: CPEF: A Continuous Planning and Execution Framework, Al Magazine, 20(4):63–70, 1999.

    Google Scholar 

  31. Ortony A.: On Making Believable Emotional Agents Believable, in Trappl R. et al. (eds.), Emotions in Humans and Artifacts, MIT Press, Cambridge, MA/London, UK, pp. 189–212, 2003.

    Google Scholar 

  32. Petta P.: Principled Generation of Expressive Behavior in an Interactive Exhibit, in Velasquez J.D. (ed.), Emotion-Based Agent Architectures (EBAA’99), May 1, 1999, Third International Conference on Autonomous Agents (Agents’99), Seattle, WA, USA, pp.94–98, 1999.

    Google Scholar 

  33. Petta P.: The Role of Emotions in a Tractable Architecture for Situated Cognizers, in Trappl R. et al. (eds.), Emotions in Humans and Artifacts, MIT Press Cambridge, MA/London, UK, pp.251–288, 2003.

    Google Scholar 

  34. Pfeifer R., Scheier C: Understanding Intelligence, MIT Press/Bradford Books, Cambridge/London, 1999.

    Google Scholar 

  35. Pollack M.E.: The Uses of Plans, Artificial Intelligence, 57(l):43–68, 1992.

    Article  MathSciNet  Google Scholar 

  36. Pollack M.E., Horty J.F.: There’s More to Life Than Making Plans: Plan Management in Dynamic, Multiagent Environments, Al Magazine, 20(4):71–84, 1999.

    Google Scholar 

  37. Rank S.: Affective Acting: An Appraisal-based Architecture for Agents as Actors, Vienna University of Technology, Vienna, Austria, EU, M.S. Thesis, 2004.

    Google Scholar 

  38. Rintanen J., Hoffmann J.: An overview of recent algorithms for Al planning, Kunstliche Intelligenz, 2/01, 2001.

    Google Scholar 

  39. Roseman I.J., Antoniou A.A., Jose P.E.: Appraisal Determinants of Emotions: Constructing a More Accurate and Comprehensive Theory, Cognition and Emotion, 10(3):241–277, 1996.

    Article  Google Scholar 

  40. Roseman I.J., Smith C.A.: Appraisal Theory: Overview, Assumptions, Varieties, Controversies, in Scherer K.R. et al. (eds.), Appraisal Processes in Emotion: Theory, Methods, Research, Oxford University Press, Oxford/New York, pp.3–19, 2001.

    Google Scholar 

  41. Sander D., Grafman J., Zalla T.: The Human Amygdala: An Evolved System for Relevance Detection, Reviews in the Neuro sciences, 14(4):303–316, 2003.

    Google Scholar 

  42. Scheutz M.: Affective vs. Deliberative Agent Control, Proceedings of the AISB 2001 Convention: Emotion, Cognition and Affective Computing, March 21–24, 2001, University of York, UK, EU, pp.1–10, 2001.

    Google Scholar 

  43. Scheutz M.: A Framework for Evaluating Affective Control, in Trappl R. (ed.), Cybernetics and Systems 2004, Austrian Society for Cybernetic Studies, Vienna, Austria, EU, pp.645–650, 2004.

    Google Scholar 

  44. Schut M., Wooldridge M., Parsons S.: The theory and practice of intention reconsideration, Journal of Experimental and Theoretical Artificial Intelligence, 16(4):251–293, 2004.

    Google Scholar 

  45. Sloman A., Scheutz M.: A Framework for Comparing Agent Architectures, Proceedings UKCI 02: UK Workshop on Computational Intelligence, September 2–4, 2002, Birmingham, UK, EU, 2002.

    Google Scholar 

  46. Sloman A.: What Are Emotion Theories About?, Hudlicka E., Canamero L. (eds.), Architectures for Modeling Emotion: Cross-Disciplinary Foundations, Papers from 2004 AAAI Spring Symposium, Technical Report SS-04-02, AAAI Press/MIT Press, Cambridge/Menlo Park, pp. 128–134, 2004.

    Google Scholar 

  47. Smith D.E., Frank J., Jonsson A.K.: Bridging the Gap Between Planning and Scheduling, The Knowledge Engineering Review, 15(l):47–84, 2000.

    Article  Google Scholar 

  48. Staller A., Petta P.: Towards a Tractable Appraisal-Based Architecture for Situated Cognizers, in Cañamero D. et al. (eds.), Grounding Emotions in Adaptive Systems, Workshop Notes, 5th International Conference of the Society for Adaptive Behaviour (SAB98), Zurich, Switzerland, pp.56–61, 1998.

    Google Scholar 

  49. Staller A., Petta P.: Introducing Emotions into the Computational Study of Social Norms: A First Evaluation, Journal of Artificial Societies and Social Simulation, 4(1), 2001.

    Google Scholar 

  50. Swagerman J.: The A Rtificial Concern Realization System ACRES: A Computer Model of Emotion, University of Amsterdam, The Netherlands, EU, Ph.D. Thesis, 1987.

    Google Scholar 

  51. Wegner P., Goldin D.: Computation beyond turing machines, Communications of the ACM, Digital Rights Management, 46(4): 100–102 (Technical opinion column), 2003.

    Google Scholar 

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Rank, S., Petta, P., Trappl, R. (2006). Features of Emotional Planning in Software Agents. In: Della Riccia, G., Dubois, D., Kruse, R., Lenz, HJ. (eds) Decision Theory and Multi-Agent Planning. CISM International Centre for Mechanical Sciences, vol 482. Springer, Vienna. https://doi.org/10.1007/3-211-38167-8_11

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  • DOI: https://doi.org/10.1007/3-211-38167-8_11

  • Publisher Name: Springer, Vienna

  • Print ISBN: 978-3-211-31787-7

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