On conditional optimality of a class of learning automata in random environments

DOI10.1016/0020-0255(83)90055-5zbMath0549.68051OpenAlexW1997394661MaRDI QIDQ800091

Ken-Ichi Abe

Publication date: 1983

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0020-0255(83)90055-5

zbMATH Keywords

asymptotic behaviorlearning automataoptimalityrandom environmentsmaximum-entropy principle

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Some asymptotic properties of Luce's beta learning model
• Learning Automata - A Survey
• Limiting Behavior of Posterior Distributions when the Model is Incorrect
• Use of Stochastic Automata for Parameter Self-Optimization with Multimodal Performance Criteria
• A Note on the Linear Reinforcement Scheme for Variable-Structure Stochastic Automata
• Absolutely Expedient Learning Algorithms for Stochastic Automata
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