Asymptotic behaviour of a learning algorithm

DOI10.1080/00207178408933209zbMath0535.68027OpenAlexW2086983229MaRDI QIDQ3319780

Kandethody M. Ramachandran, M. A. L. Thathachar

Publication date: 1984

Published in: International Journal of Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00207178408933209

zbMATH Keywords

asymptotic propertieslearning algorithmlearning systemstochastic automatastationary random environmentaction probabilityGauss-Markov diffusion processlinear reward- epsilon penalty algorithm

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Diffusion processes (60J60)

Related Items (2)

An Introduction to Learning Automata and Optimization ⋮ Asymptotic behavior of a hierarchical system of learning automata

Cites Work

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• A Learning Model for Routing in Telephone Networks
• Averaging Methods for the Asymptotic Analysis of Learning and Adaptive Systems, with Small Adjustment Rate
• Bounds on the Convergence Probabilities of Learning Automata
• Learning Automata - A Survey
• Markovian Learning Processes

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