Abstract
With growing opportunities for individually motivated agents to work collaboratively to satisfy shared goals, it becomes increasingly important to design agents that can make intelligent decisions in the context of commitments to group activities. In particular, agents need to be able to reconcile their intentions to do team-related actions with other, conflicting intentions. We present the SPIRE experimental system that allows the process of intention reconciliation in team contexts to be simulated and studied. SPIRE enables us to examine the influence of team norms and environmental factors on team members faced with conflicting intentions, as well as the effectiveness of different intention-reconciliation strategies. We discuss results from pilot experiments that confirm the reasonableness of our model of the problem and illustrate some of the issues involved, and we lay the groundwork for future experiments that will allow us to derive principles for designers of collaboration-capable agents.
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Reference
Bratman, M.E. 1987. Intention, Plans, and Practical Reason. Harvard University Press, Cambridge, MA.
Decker, K. and Li, J. 1998. Coordinated hospital patient scheduling. In: Proceedings of ICMAS-98, pp. 104–111.
Doyle, J. 1991. Rational belief revision. In: Proceedings of the Second International Conference on Knowledge Representation and Reasoning (KR-91), pp. 163–174.
Glass, A. and Grosz, B.J. 1999. Socially conscious decision-making. Submitted to the Bar Ilan Symposium on the Foundations of Artificial Intelligence (BISFAI-99).
Grosz, B.J. and Kraus, S. 1996. Collaborative plans for complex group action. Artificial Intelligence, 86(2):269–357.
Grosz, B.J. and Kraus, S. 1999. The Evolution of SharedPlans. In Wooldridge, M. and Rao, A., editors, Foundations and Theories of Rational Agency. Kluwer Academic Publishers, The Netherlands, pp. 227–262. 161_Intention Reconciliation in the Context of Teamwork
Grosz, B.J., Hunsberger, L., and Kraus, S. 1999. Planning and acting together. AI Magazine (to appear).
Hadad, M. and Kraus, S. 1999. SharedPlans in electronic commerce. In Klusch, M., editor, Intelligent Information Agents. Springer Verlag.
Holländer, H. 1990. A social exchange approach to voluntary cooperation. American Economic Review, 80(5):1157–1167.
Horty, J. and Pollack, M.E. 1998. Option evaluation in context. In: Proceedings of the 7th Conference on Theoretical Aspects of Rationality and Knowledge, pp. 249–262.
Iannaccone, L.R. 1992. Sacrifice and stigma: reducing free-riding in cults, communes, and other collectives. Journal of Political Economy, 100(2):271–291.
Kalenka, S. and Jennings, N.R. 1999. Socially responsible decision making by autonomous agents. In: Proceedings of the Fifth International Colloquium on Cognitive Science, pp. 153–169.
Kinny, D., Ljungberg, M., Rao, A.S., Sonenberg, E., Tidhar, G., and Werner, E. 1994. Planned team activity. In Castelfranchi, C. and Werner, E., editors, Artificial Social Systems, Lecture Notes in Artificial Intelligence (LNAI-830), pp. 227–256. Springer Verlag.
Levesque, H., Cohen, P. and Nunes, J. 1990. On acting together. In: Proceedings of AAAI-90, pp. 94–99.
Rosenschein, J.S. and Zlotkin, G. 1994. Rules of Encounter: Designing Conventions for Automated Negotiation among Computers. MIT Press, Cambridge, MA.
Sen, S. 1996. Reciprocity: a foundational principle for promoting cooperative behavior among self-interested agents. In: Proceedings of ICMAS-96, pp. 322–329.
Sen, S., Haynes, T., and Arora, N. 1997. Satisfying user preferences while negotiating meetings. International Journal on Human-Computer Studies, 47(3):407–427.
Shoham, Y. and Tennenholtz, M. 1992. On the synthesis of useful social laws for artificial agent societies. In: Proceedings of AAAI-92, pp. 276–281.
Sycara, J. and Zeng, D. 1996. Coordination of multiple intelligent software agents. International Journal of Intelligent and Cooperative Information Systems, 5:181–211.
Tambe, M. 1997. Towards flexible teamwork. Journal of Artificial Intelligence Research, 7:83–124.
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Sullivan, D.G., Glass, A., Grosz, B.J., Kraus, S. (1999). Intention Reconciliation in the Context of Teamwork: An Initial Empirical Investigation. In: Klusch, M., Shehory, O.M., Weiss, G. (eds) Cooperative Information Agents III. CIA 1999. Lecture Notes in Computer Science(), vol 1652. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48414-0_10
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DOI: https://doi.org/10.1007/3-540-48414-0_10
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