ナカノ ノブヒデ
中野 統英 所属 追手門学院大学 経営学部 経営学科 職種 教授 |
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言語種別 | 英語 |
発行・発表の年月 | 2011/01 |
形態種別 | 外国学会誌(First author) |
査読 | 査読あり |
標題 | A Study on Modeling and Analysis of Agent-Based Simulations with Q-Learning |
執筆形態 | 単著 |
掲載誌名 | Trans. International Journal of Innovative Computing, Information and Control (IJICIC) |
巻・号・頁 | 7(1),pp.51-60 |
概要 | In this paper, we deal with an agent-based problem including Q-learning algorithm, which is one of reinforcement learning methods. In this study, we employ two kinds of agents, followers and pioneers, and design their characters by using Q values. Agents decide their attitudes by ones which neighbor agents show, and then Q values are updated. Simulation studies show that the results of agent-based simulations are affected by action rules of agents and the initial attitudes of agents. |