Art

J-GLOBAL ID：201302268539222799   Reference number：13A0529692

Reinforcement Learning of Optimal Supervisor for Discrete Event Systems with Different Preferences

様々な優先度をもつ離散事象システムのための最適なスーパーバイザの強化学習

Author (2)： KAJIWARA Koji (Fuate Co., Ltd.) ,  YAMASAKI Tatsushi (Dep. of Mechanical Engineering, Setsunan Univ.)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Institute of Electronics, Information and Communication Engineers)  (IEICE Trans Fundam Electron Commun Comput Sci (Inst Electron Inf Commun Eng))
Volume： E96-A  Issue： 2  Page： 525-531 (J-STAGE)  Publication year： 2013 
JST Material Number： F0699C  ISSN： 0916-8508  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *reinforcement learning ,  *discrete system ,  *control theory ,  disperse system ,  evaluation function ,  modeling ,  priority ,  *optimum control ,  *supervisory control ,  *discrete event system
Semi thesaurus term： *discrete event system

JST classification (1)： System optimization methods  (IA02050Z)

Reference (16)：

• [1] C.G. Cassandas and S. Lafortune, Introduction to Discrete Event Systems Second Ed., Springer, 2007.
• [2] P.J. Ramadge and W.M. Wonham, “Supervisory control of a class of discrete event processes,” SIAM J. Control Optim., vol.25, no.1, pp.206-230, 1987.
• [3] R. Sengupta and S. Lafortune, “An optimal control theory for discrete event systems,” SIAM J. Control Optim., vol.36, no.2, pp.488-541, 1998.
• [4] X. Wang and A. Ray, “A language measure for performance evaluation of discrete-event supervisory control systems,” Applied Mathematical Modeling, vol.28, pp.817-833, 2004.
• [5] T. Yamasaki and T. Ushio, “Supervisory control of discrete event systems based on a reinforcement learning,” Trans. of ISCIE, vol.16, no.3, pp.118-124, 2003 (in Japanese).

Terms in the title (4)： 優先度 ,  離散事象システム ,  スーパーバイザ ,  強化学習