What's needed to build team players? (Extended abstract for an invited talk)

In this talk, I will briefly review the major features of one model of collaborative planning, SharedPlans. The model provides a framework in which to raise and address fundamental questions about collaboration and the construction of collaboration-capable agents. I will discuss recent approaches to three plan management processes - assessment of alternatives, commitment management, and group decision-making for recipe selection and task allocation - and will raise several challenges for future research.

[1]  Weixiong Zhang,et al.  Towards flexible teamwork in persistent teams , 1998, Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160).

[2]  Edmund H. Durfee,et al.  Deciding When to Commit to Action During Observation-Based Coordination , 1995, ICMAS.

[3]  Keith S. Decker,et al.  Coordinated hospital patient scheduling , 1998, Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160).

[4]  Victor Lesser,et al.  Handling Uncertainty in Multi-Agent Commitments , 1999 .

[5]  Katia P. Sycara,et al.  Coordination of Multiple Intelligent Software Agents , 1996, Int. J. Cooperative Inf. Syst..

[6]  Tucker R. Balch,et al.  Motor Schema-Based Formation Control for Multiagent Robot Teams , 1995, ICMAS.

[7]  Cristiano Castelfranchi,et al.  Modeling Social Action for AI Agents , 1997, IJCAI.

[8]  N. Jennings On Being Responsible , 1992 .

[9]  Milind Tambe,et al.  Towards Flexible Teamwork , 1997, J. Artif. Intell. Res..

[10]  Sarit Kraus,et al.  Planning and Acting Together , 1999, AI Mag..

[11]  Timothy W. Rauenbusch Towards Efficient Negotiation Mechanisms for Collaboration , 2000, AAAI/IAAI.

[12]  Sarit Kraus,et al.  Collaborative Plans for Complex Group Action , 1996, Artif. Intell..

[13]  Sarit Kraus,et al.  The Evolution of Sharedplans , 1999 .

[14]  Gil Tidhar,et al.  Planned Team Activity , 1992, MAAMAW.

[15]  Sarit Kraus,et al.  Intention reconciliation by collaborative agents , 2000, Proceedings Fourth International Conference on MultiAgent Systems.

[16]  Sarit Kraus,et al.  Intention Reconcilation in the Context of Teamwork: An Initial Empirical Investigation , 1999, CIA.

[17]  Luke Hunsberger,et al.  A combinatorial auction for collaborative planning , 2000, Proceedings Fourth International Conference on MultiAgent Systems.

[18]  M. Pollack,et al.  Evaluating options in a context , 1998 .

[19]  Catholijn M. Jonker,et al.  Agents negotiating for load balancing of electricity use , 1998, Proceedings. 18th International Conference on Distributed Computing Systems (Cat. No.98CB36183).

[20]  Sandip Sen,et al.  Satisfying user preferences while negotiating meetings , 1997, Int. J. Hum. Comput. Stud..

[21]  Martha E. Pollack,et al.  There's More to Life than Making Plans: Plan Management in Dynamic, Multiagent Environments , 1999, AI Mag..

[22]  Luke Hunsberger,et al.  A Mechanism for Group Decision Making in Collaborative Activity , 2000, AAAI/IAAI.