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Multi-Agent Coalition Formation for Long-Term Task or Mobile Network Hsiu-Hui Lee and Chung-Hsien Chen
 

Summary: Multi-Agent Coalition Formation for Long-Term Task or Mobile Network
Hsiu-Hui Lee and Chung-Hsien Chen
Department of Computer Science and Information Engineering, National Taiwan University
#1 Roosevelt Rd. Sec. 4, Taipei, Taiwan 106, ROC
hhlee@csie.ntu.edu.tw, r93075@csie.ntu.edu.tw
Abstract
Coalition formation is a process to form a group
and solve a problem via cooperation. Because of the
rising of network, each computing device can
communicate through network. We can integrate those
resources and use them by coalition formation. In this
paper, we propose a new architecture which integrates
case-based reasoning, negotiation, and reinforcement
learning to improve the coalition formation process.
Coalitions of our architecture suit for executing long-
term task or for accomplishing a task in high mobility
networks. Our experiments also show the advantage of
our architecture in these two different environments.
1. Introduction
In a dynamic multi-agent environment, an agent

  

Source: Allan, Vicki H. - Department of Computer Science, Utah State University

 

Collections: Computer Technologies and Information Sciences