| 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 | 166 | 2005 |
| 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 | 141 | 2005 |
| Relational macros for transfer in reinforcement learning L Torrey, J Shavlik, T Walker, R Maclin International Conference on Inductive Logic Programming, 254-268, 2007 | 92 | 2007 |
| Skill acquisition via transfer learning and advice taking L Torrey, J Shavlik, T Walker, R Maclin European Conference on Machine Learning, 425-436, 2006 | 92 | 2006 |
| Gemini embedding: Generalizable embeddings from gemini J Lee, F Chen, S Dua, D Cer, M Shanbhogue, I Naim, GH Ábrego, Z Li, ... arXiv preprint arXiv:2503.07891, 2025 | 53 | 2025 |
| Transfer learning via advice taking L Torrey, J Shavlik, T Walker, R Maclin Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard …, 2010 | 40 | 2010 |
| 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 | 28 | 2005 |
| A simple and effective method for incorporating advice into kernel methods R Maclin, J Shavlik, T Walker, L Torrey Proceedings of the National Conference on Artificial Intelligence 21 (1), 427, 2006 | 24 | 2006 |
| 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 | 23 | 2008 |
| Relational skill transfer via advice taking L Torrey, J Shavlik, T Walker, R Maclin ICML Workshop on Structural Knowledge Transfer for Machine Learning, 2006 | 20 | 2006 |
| 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 | 20 | 2004 |
| Embeddinggemma: Powerful and lightweight text representations HS Vera, S Dua, B Zhang, D Salz, R Mullins, SR Panyam, S Smoot, ... arXiv preprint arXiv:2509.20354, 2025 | 13 | 2025 |
| Building relational world models for reinforcement learning T Walker, L Torrey, J Shavlik, R Maclin International Conference on Inductive Logic Programming, 280-291, 2007 | 13 | 2007 |
| 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 | 12 | 2010 |
| Rule extraction for transfer learning L Torrey, J Shavlik, T Walker, R Maclin Rule Extraction from Support Vector Machines, 67-82, 2008 | 10 | 2008 |
| Refining rules incorporated into knowledge-based support vector learners via successive linear programming R Maclin, EW Wild, JW Shavlik, L Torrey, T Walker PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 22 (1), 584, 2007 | 10 | 2007 |
| 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 | 7 | 2010 |
| 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 | 6 | 2011 |
| 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 | 6 | 2008 |
| 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 | 6 | 2005 |
Jude ShavlikProfessor of Computer Science and of Biostatistics & Medical Informatics, University of WisconsinVerified email at cs.wisc.edu
