Co-ordination in Artificial Agent Societies: Social Structures and Its Implications for Autonomous Problem-Solving Agents

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This monograph provides a comprehensive survey of the different approaches to coordination in societies of artificial an human agents. Setting out from a critical assessment of the state of the art, the author develops a method of structuring multi-agent applications with a mechanism called structural cooperation. Agents are equipped with expertise about their environment in order to detect and overcome specific types of problem, they make use of their social knowledge to mutually adjust their activities, and they are coerced toward coherent collective behavior through normative rules. The proposed model is formalized theoretically within game theory and realized by means of an agent architecture. It is assessed experimentally by building a prototype of a distributed decision support system for road traffic management and compared to an alternative model based on a centralized architecture.
A valuable feature of the work is that it not only promotes a well-founded formal model of coordination in artificial agent societies but also applies it in an operational software architecture organized as a society of intelligent agents to solve real-world problems.

Author(s): Sascha Ossowski
Series: Lecture Notes in Computer Science 1535 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 1999

Language: English
Pages: 228
Tags: Artificial Intelligence (incl. Robotics)

Introduction....Pages 1-14
Co-ordination....Pages 15-30
Distributed Artificial Intelligence....Pages 31-63
Analysis....Pages 65-69
Emergent Co-ordination by Structural Co-operation....Pages 71-104
Structural Co-operation and Bargaining....Pages 105-126
An Instrumentation of Structural Co-operation....Pages 127-152
Road Traffic Management....Pages 153-162
A Case Study....Pages 163-189
Conclusions....Pages 191-196