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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.

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1

Task Localization, Similarity, and Transfer; Towards a Reinforcement Learning Task Library System

Carroll, James Lamond 07 July 2005 (has links) (PDF)
This thesis develops methods of task localization, task similarity discovery, and task transfer for eventual use in a reinforcement learning task library system, which can effectively “learn to learn,” improving its performance as it encounters various tasks over the lifetime of the learning system.
Reinforcement Learning
Learning to Learn
Lifelong Learning
Task Transfer
Task Libraries
Computer Sciences

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