Deliberate Evolution in Multi-Agent Systems

F.M. Brazier, C.M. Jonker, J. Treur, N.J.E. Wijngaards

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

This paper presents an architecture for an agent capable of deliberation about the creation of new agents, and of actually creating a new agent in the multi-agent system, on the basis of this deliberation. The agent architecture is based on an existing generic agent model, and includes explicit formal conceptual representations of both design structures of agents and (behavioural) properties of agents that can be used as requirements. The process of deliberation is modelled as a design process, based on an existing generic design model. To actually create a new agent at run-time on the basis of the design results, the agent executes a creation action in the material world, which leads to a world state update to include the new agent, after which the new agent functions within the multi-agent system. This approach enables the design of evolution processes in societies of agents for which the evolution is not a merely material process which takes place in isolation from the mental worlds of the agents, but allows for interaction between mental and material processes. A combined mind-matter approach results in which the agents in a society can deliberatively influence the direction of the evolution, comparable to the potential offered by genetic engineering. The architecture has been designed using the compositional development method DESIRE, and has been tested in a prototype implementation.
Original languageEnglish
Title of host publicationArtificial Intelligence in Design '00. Proceedings of the 6th International Conference on AI in Design, AID'00.
EditorsJ. Gero
PublisherKluwer Academic
Pages633-650
Number of pages18
ISBN (Electronic)978-94-011-4154-3
ISBN (Print)978-94-010-5811-7
DOIs
Publication statusPublished - 2000

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Multi agent systems
Genetic engineering

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Brazier, F. M., Jonker, C. M., Treur, J., & Wijngaards, N. J. E. (2000). Deliberate Evolution in Multi-Agent Systems. In J. Gero (Ed.), Artificial Intelligence in Design '00. Proceedings of the 6th International Conference on AI in Design, AID'00. (pp. 633-650). Kluwer Academic. https://doi.org/10.1007/978-94-011-4154-3_31
Brazier, F.M. ; Jonker, C.M. ; Treur, J. ; Wijngaards, N.J.E. / Deliberate Evolution in Multi-Agent Systems. Artificial Intelligence in Design '00. Proceedings of the 6th International Conference on AI in Design, AID'00.. editor / J. Gero. Kluwer Academic, 2000. pp. 633-650
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Brazier, FM, Jonker, CM, Treur, J & Wijngaards, NJE 2000, Deliberate Evolution in Multi-Agent Systems. in J Gero (ed.), Artificial Intelligence in Design '00. Proceedings of the 6th International Conference on AI in Design, AID'00.. Kluwer Academic, pp. 633-650. https://doi.org/10.1007/978-94-011-4154-3_31

Deliberate Evolution in Multi-Agent Systems. / Brazier, F.M.; Jonker, C.M.; Treur, J.; Wijngaards, N.J.E.

Artificial Intelligence in Design '00. Proceedings of the 6th International Conference on AI in Design, AID'00.. ed. / J. Gero. Kluwer Academic, 2000. p. 633-650.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

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AB - This paper presents an architecture for an agent capable of deliberation about the creation of new agents, and of actually creating a new agent in the multi-agent system, on the basis of this deliberation. The agent architecture is based on an existing generic agent model, and includes explicit formal conceptual representations of both design structures of agents and (behavioural) properties of agents that can be used as requirements. The process of deliberation is modelled as a design process, based on an existing generic design model. To actually create a new agent at run-time on the basis of the design results, the agent executes a creation action in the material world, which leads to a world state update to include the new agent, after which the new agent functions within the multi-agent system. This approach enables the design of evolution processes in societies of agents for which the evolution is not a merely material process which takes place in isolation from the mental worlds of the agents, but allows for interaction between mental and material processes. A combined mind-matter approach results in which the agents in a society can deliberatively influence the direction of the evolution, comparable to the potential offered by genetic engineering. The architecture has been designed using the compositional development method DESIRE, and has been tested in a prototype implementation.

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Brazier FM, Jonker CM, Treur J, Wijngaards NJE. Deliberate Evolution in Multi-Agent Systems. In Gero J, editor, Artificial Intelligence in Design '00. Proceedings of the 6th International Conference on AI in Design, AID'00.. Kluwer Academic. 2000. p. 633-650 https://doi.org/10.1007/978-94-011-4154-3_31