@inproceedings{3396cecd6d5a476fa7ba903614c5e6a0,
title = "Knowledge transfer via advice taking",
abstract = "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.",
keywords = "Advice, Knowledge transfer, Reinforcement learning",
author = "Lisa Torrey and Trevor Walker and Jude Shavlik and Richard MacLin",
year = "2005",
doi = "10.1145/1088622.1088676",
language = "English (US)",
isbn = "1595931635",
series = "Proceedings of the 3rd International Conference on Knowledge Capture, K-CAP'05",
pages = "217--218",
booktitle = "Proceedings of the 3rd International Conference on Knowledge Capture, K-CAP'05",
note = "3rd International Conference on Knowledge Capture, K-CAP'05 ; Conference date: 02-10-2005 Through 05-10-2005",
}