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
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.