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J-GLOBAL ID：201802272431510885   Reference number：18A1124228

Learning Automata with 2-State Bayesian Estimators

2-ステートBayes推定量によるオートマトンの学習

Author (5)： HARA Mothoshi (Matsue Coll., Shimane, JPN) ,  AOTO Wataru (Internet Initiative Japan Inc.) ,  KANAYAMA Noriyo (Matsue Coll., Shimane, JPN) ,  WATANABE Toru (Matsue Coll., Shimane, JPN) ,  KAMAYA Hiroyuki (Hachinohe Coll.)
Material： Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications (CD-ROM)  (Proc ISCIE Int Symp Stoch Syst Theory Appl (CD-ROM))
Volume： 49th  Page： 40-45  Publication year： 2018 
JST Material Number： X0317B  ISSN： 2188-4749  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *Bayes estimation ,  estimator ,  *automaton ,  *Learning ,  Automation ,  stochastic model ,  algorithm ,  experiment ,  simulation ,  evaluation experiment ,  modification ,  mathematical model
Semi thesaurus term： Bayes learning

JST classification (2)： Numerical computation  (JE02000J) ,  Automaton theory  (JB04000O)

Reference (12)：

• [1] Y.Gendio : “Learning Deep Architectures of AI”, Foundations and TrendsR in Machine Learning, Now Publishers(2009).
• [2] W.Liu,Z.Wang, et.al. : “A survey of deep neural network architectures and their applications”, chine Learning ), Nurocomputing, Vol.234, pp.11-26(2017).
• [3] C.Watkins, P.Dayan: “Q-Learning”, Machine Lea ring, Vol.8, pp.279-292(1992).
• [4] M.L.Tsetlin: “On the Behavior of Stochastic Automata with a Variable Structure”, Automation and Remote Control, Vol.24, pp.1345-1354(1962).
• [5] K.S.Narendra, M.A.L.Thathachar: “ Learning Automata -A Survey”,IEEE trans. SMC, Vol.SMC-4, No.4, pp.323-334(1974).

Terms in the title (3)： Bayes推定 ,  オートマトン ,  学習