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Using Self-Diagnosis to Adapt Organizational Structures (2001) [51 citations — 5 self]

by Bryan Horling ,  Brett Benyo ,  Victor Lesser
In Proceedings of the 5th International Conference on Autonomous Agents
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Abstract:

The specific organization used by a multi-agent system is crucial for its effectiveness and efficiency. In dynamic environments, or when the objectives of the system shift, the organization must therefore be able to change as well. In this paper we propose using a general diagnosis engine to drive this process of adaptation, using the TMS modeling language as the primary representation of organizational information. Results from experiments employing such a system in the Producer-Consumer-Transporter domain are also presented.

Citations

77 Coordination as distributed search in a hierarchical behavior space – Durfee, Montgomery - 1991
68 The use of meta-level control for coordination in a distributed problem solving network – Corkill, Lesser - 1983
66 Quantitative modeling of complex environments – Decker, Lesser - 1993
27 An organizational approach to adaptive production systems – Ishida, Yokoo, et al. - 1990
21 Agent cloning: an approach to agent mobility and resource allocation – Shehory, Sycara, et al. - 1998
15 Learning quantitative knowledge for multiagent coordination – Jensen, Atighetchi, et al. - 1999
15 Relating quantified motivations for organizationally situated agents – Wagner, Lesser - 2000
10 Adapting an Organization Design through DomainIndependent Diagnosis. Computer Science – Bazzan, Lesser, et al. - 1998
10 Organization and reorganization of autonomous oceanographic sampling networks – Turner, Turner, et al. - 1998
5 Modeling and Designing Computational Organizations – So, Durfee - 1994
4 Using Diagnosis to Learn Contextual Coordination Rules – Horling, Lesser - 1999
4 Learning control rules for coordination – Sugawara, Lesser - 1993