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KCAP
2005
ACM

Knowledge transfer via advice taking

13 years 9 months ago
Knowledge transfer via advice taking
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 to use automatically generated advice to perform transfer. Categories and Subject Descriptors I.2 [Artificial Intelligence]: Learning General Terms Algorithms, Experimentation Keywords Advice, Knowledge Transfer, Reinforcement Learning
Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richa
Added 26 Jun 2010
Updated 26 Jun 2010
Type Conference
Year 2005
Where KCAP
Authors Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin
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