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A tutorial survey of reinforcement learning

Keerthi, S and Ravindran, B (1994) A tutorial survey of reinforcement learning. In: Sadhana : academy proceedings in engineering sciences, 19 (Part 6). 851 -889.

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Abstract

This paper gives a compact, self-contained tutorial survey of reinforcement learning, a tool that is increasingly finding application in the development of intelligent dynamic systems. Research on reinforcement learning during the past decade has led to the development of a variety of useful algorithms. This paper surveys the literature and presents the algorithms in a cohesive framework.

Item Type: Journal Article
Additional Information: Copyright of this article belongs to Indian academy of sciences.
Department/Centre: Division of Electrical Sciences > Computer Science & Automation (Formerly, School of Automation)
Date Deposited: 26 Mar 2011 05:29
Last Modified: 26 Mar 2011 05:29
URI: http://eprints.iisc.ernet.in/id/eprint/36256

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