Trevor Walker
Trevor Walker
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Verified email at usa.net
Title
Cited by
Cited by
Year
Using advice to transfer knowledge acquired in one reinforcement learning task to another
L Torrey, T Walker, J Shavlik, R Maclin
European Conference on Machine Learning, 412-424, 2005
1252005
Giving advice about preferred actions to reinforcement learners via knowledge-based kernel regression
R Maclin, J Shavlik, L Torrey, T Walker, E Wild
AAAI, 819-824, 2005
1192005
Skill acquisition via transfer learning and advice taking
L Torrey, J Shavlik, T Walker, R Maclin
European Conference on Machine Learning, 425-436, 2006
762006
Relational macros for transfer in reinforcement learning
L Torrey, J Shavlik, T Walker, R Maclin
International Conference on Inductive Logic Programming, 254-268, 2007
712007
Knowledge-based support-vector regression for reinforcement learning
R Maclin, J Shavlik, T Walker, L Torrey
Reasoning, Representation, and Learning in Computer Games, 61, 2005
242005
Transfer in reinforcement learning via Markov logic networks
L Torrey, J Shavlik, S Natarajan, P Kuppili, T Walker
AAAI Workshop on Transfer Learning for Complex Tasks, 2008
212008
A simple and effective method for incorporating advice into kernel methods
R Maclin, J Shavlik, T Walker, L Torrey
AAAI, 427-432, 2006
212006
Transfer learning via advice taking
L Torrey, J Shavlik, T Walker, R Maclin
Advances in Machine Learning I, 147-170, 2010
202010
Relational skill transfer via advice taking
L Torrey, J Shavlik, T Walker, R Maclin
ICML Workshop on Structural Knowledge Transfer for Machine Learning, 2006
202006
Relational reinforcement learning via sampling the space of first-order conjunctive features
T Walker, J Shavlik, R Maclin
Proceedings of the ICML Workshop on Relational Reinforcement Learning, Banff …, 2004
122004
Automating the ILP setup task: Converting user advice about specific examples into general background knowledge
T Walker, C O’Reilly, G Kunapuli, S Natarajan, R Maclin, D Page, ...
International Conference on Inductive Logic Programming, 253-268, 2010
102010
Refining rules incorporated into knowledge-based support vector learners via successive linear programming
R Maclin, E Wild, J Shavlik, L Torrey, T Walker
AAAI, 584-589, 2007
102007
Rule extraction for transfer learning
L Torrey, J Shavlik, T Walker, R Maclin
Rule Extraction from Support Vector Machines, 67-82, 2008
82008
Building relational world models for reinforcement learning
T Walker, L Torrey, J Shavlik, R Maclin
International Conference on Inductive Logic Programming, 280-291, 2007
82007
Integrating knowledge capture and supervised learning through a human-computer interface
T Walker, G Kunapuli, N Larsen, D Page, J Shavlik
Proceedings of the sixth international conference on Knowledge capture, 89-96, 2011
52011
Learning from human teachers: Issues and challenges for ILP in bootstrap learning
S Natarajan, G Kunapuli, R Maclin, D Page, C O’Reilly, T Walker, ...
AAMAS Workshop on Agents Learning Interactively from Human Teachers, 2010
52010
Advice Taking and Transfer Learning: Naturally Inspired Extensions to Reinforcement Learning.
L Torrey, T Walker, R Maclin, JW Shavlik
AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence 8, 06, 2008
52008
ILP for Bootstrapped Learning: A Layered Approach to Automating the ILP Setup Problem
S Natarajan, G Kunapuli, C O’Reilly, R Maclin, T Walker, D Page, ...
Nineteenth Conference on Inductive Logic Programming, 2009
42009
Knowledge transfer via advice taking
L Torrey, T Walker, J Shavlik, R Maclin
Proceedings of the 3rd international conference on Knowledge capture, 217-218, 2005
42005
Advice-based transfer in reinforcement learning
L Torrey, J Shavlik, T Walker, R Maclin
University of wisconsin machine learning group working paper 06 2, 2006
22006
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