학술논문

Agent Decision Making for Dynamic Selection of Coordination Mechanisms
Document Type
Conference
Source
2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on. 2:87-91 Dec, 2008
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Decision making
Switches
Costs
Intelligent agent
Time measurement
Humans
Laboratories
Multiagent systems
Collaboration
multi-agent system
multi-agent coordination
dynamic coordination
Language
Abstract
In this paper we present a decision making framework to enable agents to dynamically select a coordination mechanism. To demonstrate our approach we introduce an abstract task environment in which agents have to cooperate to achieve their goals. These agents are capable of using two coordination mechanisms, a centralized and a decentralized mechanism. We show how the decision making framework is operationalized in this abstract task environment. Furthermore, in an experiment we compare the performance of two static organizations with an organization in which agents have the ability to switch between coordination mechanisms. Results show that the ability to switch improves performance of the MAS.