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	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.