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 | 2010/06 |
形態種別 | 外国学会誌(First author) |
査読 | 査読あり |
標題 | Modeling and Analysis of Agents with Q-learning in Agent-Based Simulations |
執筆形態 | 単著 |
掲載誌名 | Proc, 41th ISCIE International Symposium on Stochastic Systems Theory and Its Applications |
巻・号・頁 | pp.69-74 |
概要 | It is well known that the learning effects of agents are important on the diffusion process of rumors in social science. Though these processes can be simulated by agent-based simulations, we cannot disregard the learning effects of agents. In this paper, we deal with an agent-based problem including Q-learning, a kind of reinforcement learning. At first, we design action rules and Q values of agents. Agents decide their attitudes by attitudes which neighbor agents express, and then Q values are updated. Finally, by performing and analyzing simulation studies the effect of proposed algorithm is confirmed. |