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Synchronization of multi-agent plans

Published: 18 August 1982 Publication History

Abstract

Consider an intelligent agent constructing a plan to be executed by several other agents; correct plan execution will often require that actions be taken in a specific sequence. Therefore, the planner cannot simply tell each agent what action to perform; explicit mechanisms must exist for maintaining the execution sequence. This paper outlines such mechanisms. A framework for multiple-agent planning is developed, consisting of several parts. First, a formalism is adopted for representing knowledge about other agents' beliefs and goals, and is extended to allow representation of their capabilities. Communication primitives are defined that allow selective acceptance of goals and facts, and an explicit means of inducing an agent to perform an act is introduced. Finally, the ordering mechanisms (consisting of sequencing operators and a planning heuristic) arc presented, along with a specific example of their use.

References

[1]
Davis, R. and R. G. Smith, "Negotiation as a Metaphor for Distributed Problem Solving," Artificial Intelligence Laboratory Memo No. 624, Massachusetts Institute of Technology, Cambridge, MA (May 1981).
[2]
Steeb, R., S. Cammarata, F. A. Hayes-Roth, P. W. Thorndyke and R. B. Wesson, "Distributed Intelligence for Air Fleet Control," R-2728-ARPA, Rand Corporation, Santa Monica, CA (October 1981).
[3]
Davis, R., "A Model for Planning in a Multi-Agent Environment: Steps Toward Principles for Teamwork," A.I. Working Paper, Massachusetts Institute of Technology, Cambridge, MA (June 1981).
[4]
Moore, R. C., "Reasoning About Knowledge and Action," in Proc. IJCAI-5, Cambridge, Massachusetts, August, 1977, pp. 223-227.
[5]
Moore, R. C., "Reasoning About Knowledge and Action," Artificial Intelligence Center Technical Note 191, SRI International, Menlo Park, California (1980).
[6]
Appelt, D., Planning Natural Language Utterances to Satisfy Multiple Goals, Ph.D. thesis, Stanford University, December 1981.
[7]
Appelt, D. E., "A Planner for Reasoning about Knowledge and Action," Proc. of the First Annual Conference of the American Association for Artificial Intelligence, Stanford, California, August, 1980, pp. 131-133.
[8]
Konolige, K. and N. J. Nilsson, "Multiple-Agent Planning Systems," Proc. of the First Annual Conference of the American Association for Artificial Intelligence, Stanford, California, August, 1980, pp. 138-141.
[9]
Nilsson, N. J., Principles of Artificial Intelligence, (Menlo Park: Tioga Publishing Co., 1980).
[10]
Cohen, P. R. and C. R. Perrault, "Elements of a Plan-Based Theory of Speech Acts," Cognitive Science, 3 (3), pp. 177-212 (1979).

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cover image Guide Proceedings
AAAI'82: Proceedings of the Second AAAI Conference on Artificial Intelligence
August 1982
437 pages

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AAAI Press

Publication History

Published: 18 August 1982

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