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No. 54 (1997/09) >

Title :Q-learningを用いたマルチエージェントにおける協調行動獲得に関する研究
Title alternative :Acquisition of Cooperative Behaviors Using with Q-learning in Multi-agent Environment
Authors :玉城, 斉
遠藤, 聡志
山田, 孝治
Authors alternative :Tamashiro, Tadashi
Endo, Satoshi
Yamada, Koji
Issue Date :Sep-1997
Abstract :One of the important issues in intelligent systems and robotics is to develop an efficient method to control multi-agent system. In order to work the multi-agent system well as the problem solver, it's so significant to create cooperative behaviors among the agents. In the multi-agent system, the behaviors of cooperation emerged as the results of suitable role learning by each agent. In this paper, we design some fundamental computer experiments to investigate the emergence of cooperative behaviors in reinforcement learning based multi-agent system. We show that role learning for acquiring cooperative behaviors according to the result of these experiments.
Type Local :紀要論文
ISSN :0389-102X
Publisher :琉球大学工学部
URI :http://hdl.handle.net/20.500.12000/14767
Citation :琉球大学工学部紀要 no.54 p.101 -108
Appears in Collections:No. 54 (1997/09)

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