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A new approach to the design of reinforcement schemes for learning automata

Thathachar, MAL and Sastry, PS (1985) A new approach to the design of reinforcement schemes for learning automata. In: IEEE transactions on systems, man, and cybernetics, SMC-15 . pp. 168-175.

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Abstract

On introduit une nouvelle classe de schémas de renforcement des automates d'apprentissage utilisant les estimations des caractéristiques aléatoires de l'environnement. On montre que les algorithmes convergent en probabilité vers le choix optimal des actions. On présente les résultats de simulation et on suggère des applications à un environnement à plusieurs apprentissages

Item Type: Journal Article
Publication: IEEE transactions on systems, man, and cybernetics
Publisher: Institute of Electrical and Electronics Engineers
Additional Information: Copyright 1985 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 22 Mar 2012 08:29
Last Modified: 22 Mar 2012 08:29
URI: http://eprints.iisc.ac.in/id/eprint/44036

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