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Formalising the Cooperative Problem Solving Process

Formalising the Cooperative Problem Solving Process
Formalising the Cooperative Problem Solving Process
One objective of distributed artificial intelligence research is to build systems that are capable of cooperative problem solving. To this end, a number of implementation oriented models of cooperative problem solving have been developed. However, mathematical models of social activity have focussed only on limited aspects of the cooperative problem solving process: no mathematical model of the entire process has yet been described. In this paper, we rectify this omission. We present a preliminary model that describes the cooperative problem solving process from recognition of the potential for cooperation through to team action. The model is formalised by representing it as a theory in a quantified multi-modal logic. A key feature of the model is its reliance on the twin notions of commitments and conventions; conventions (protocols for monitoring commitments) are formalised for the first time in this paper. We comment on the generality of the model, outline its deficiencies, and suggest some possible refinements and other future areas of research.
403-417
Wooldridge, M. J.
68e00b8d-2a43-4b5c-b0b9-329304892d9e
Jennings, N. R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30
Wooldridge, M. J.
68e00b8d-2a43-4b5c-b0b9-329304892d9e
Jennings, N. R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30

Wooldridge, M. J. and Jennings, N. R. (1994) Formalising the Cooperative Problem Solving Process. 13th Int. Distributed Artificial Intelligence Workshop (IWDAI-94), Lake Quinhalt, Washington, United States. pp. 403-417 .

Record type: Conference or Workshop Item (Paper)

Abstract

One objective of distributed artificial intelligence research is to build systems that are capable of cooperative problem solving. To this end, a number of implementation oriented models of cooperative problem solving have been developed. However, mathematical models of social activity have focussed only on limited aspects of the cooperative problem solving process: no mathematical model of the entire process has yet been described. In this paper, we rectify this omission. We present a preliminary model that describes the cooperative problem solving process from recognition of the potential for cooperation through to team action. The model is formalised by representing it as a theory in a quantified multi-modal logic. A key feature of the model is its reliance on the twin notions of commitments and conventions; conventions (protocols for monitoring commitments) are formalised for the first time in this paper. We comment on the generality of the model, outline its deficiencies, and suggest some possible refinements and other future areas of research.

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Published date: 1994
Venue - Dates: 13th Int. Distributed Artificial Intelligence Workshop (IWDAI-94), Lake Quinhalt, Washington, United States, 1994-01-01
Organisations: Agents, Interactions & Complexity

Identifiers

Local EPrints ID: 252142
URI: http://eprints.soton.ac.uk/id/eprint/252142
PURE UUID: 31e280bb-3b4a-433d-b712-374876be9811

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Date deposited: 05 Dec 2002
Last modified: 14 Mar 2024 05:17

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Contributors

Author: M. J. Wooldridge
Author: N. R. Jennings

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