L. Torrey, T. Walker, J. Shavlik & R. Maclin (2005).
Knowledge Transfer Via Advice Taking. Proceedings of the Third International Conference on Knowledge Capture (KCAP'05), pp. 217-218, Banff, Canada.
This publication is available in PDF.
We present a framework for knowledge transfer from one reinforcement learning task to a related task through advicetaking mechanisms. We discuss the importance of transfer in complex domains such as RoboCup soccer, and show how touse automatically generated advice to perform transfer.
Computer Sciences Department
College of Letters and Science
University of Wisconsin - Madison
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