| 2026 | SIGCSE | Detecting Cognitive Slips in Novice Code Tracing. | Lisa Torrey |
| 2016 | AAAI | Model AI Assignments 2016. | Todd W. Neller, Laura E. Brown, James B. Marshall, Lisa Torrey, Nate Derbinsky, Andrew A. Ward, Thomas E. Allen, Judy Goldsmith, Nahom Muluneh |
| 2016 | AAAI | The Turing Test in the Classroom. | Lisa Torrey, Karen Johnson, Sid Sondergard, Pedro Ponce, Laura Desmond |
| 2012 | AAMAS | Towards student/teacher learning in sequential decision tasks. | Lisa Torrey, Matthew E. Taylor |
| 2011 | AAAI | Lightweight Adaptation in Model-Based Reinforcement Learning. | Lisa Torrey |
| 2009 | ILP | Policy Transfer via Markov Logic Networks. | Lisa Torrey, Jude W. Shavlik |
| 2007 | AAAI | Refining Rules Incorporated into Knowledge-Based Support Vector Learners Via Successive Linear Programming. | Richard Maclin, Edward W. Wild, Jude W. Shavlik, Lisa Torrey, Trevor Walker |
| 2007 | ILP | Relational Macros for Transfer in Reinforcement Learning. | Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin |
| 2007 | ILP | Building Relational World Models for Reinforcement Learning. | Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin |
| 2006 | AAAI | A Simple and Effective Method for Incorporating Advice into Kernel Methods. | Richard Maclin, Jude W. Shavlik, Trevor Walker, Lisa Torrey |
| 2005 | AAAI | Giving Advice about Preferred Actions to Reinforcement Learners Via Knowledge-Based Kernel Regression. | Richard Maclin, Jude W. Shavlik, Lisa Torrey, Trevor Walker, Edward W. Wild |