Knowledge transfer via advice taking
Lisa Torrey, Trevor Walker, JUDE W. SHAVLIK, Richard Maclin · 2005
We present a framework for knowledge transfer from one reinforcement learning task to a related task through advice-taking 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.