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 (AAAI, 2005)

Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another. - Lisa Torrey; Trevor Walker; Jude W. Shavlik; Richard Maclin (ECML, 2005)

Knowledge transfer via advice taking. - Lisa Torrey; Trevor Walker; Jude W. Shavlik; Richard Maclin (K-CAP, 2005)

A Simple and Effective Method for Incorporating Advice into Kernel Methods. - Richard Maclin; Jude W. Shavlik; Trevor Walker; Lisa Torrey (AAAI, 2006)

Skill Acquisition Via Transfer Learning and Advice Taking. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (ECML, 2006)

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 (AAAI, 2007)

Relational Macros for Transfer in Reinforcement Learning. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (ILP, 2007)

Building Relational World Models for Reinforcement Learning. - Trevor Walker; Lisa Torrey; Jude W. Shavlik; Richard Maclin (ILP, 2007)

Advice Taking and Transfer Learning: Naturally Inspired Extensions to Reinforcement Learning. - Lisa Torrey; Trevor Walker; Richard Maclin; Jude W. Shavlik (AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence, 2008)

Rule Extraction for Transfer Learning. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (Rule Extraction from Support Vector Machines, 2008)

Policy Transfer via Markov Logic Networks. - Lisa Torrey; Jude W. Shavlik (ILP, 2009)

Crowd Simulation Via Multi-Agent Reinforcement Learning. - Lisa Torrey (AIIDE, 2010)

Transfer Learning via Advice Taking. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (Advances in Machine Learning I, 2010)

Lightweight Adaptation in Model-Based Reinforcement Learning. - Lisa Torrey (Lifelong Learning, 2011)

Student interest and choice in programming assignments. - Lisa Torrey (J. Comput. Sci. Coll., 2011)

Towards student/teacher learning in sequential decision tasks. - Lisa Torrey; Matthew E. Taylor (AAMAS, 2012)

Teaching Problem-Solving in Algorithms and AI. - Lisa Torrey (EAAI, 2012)

Teaching on a budget: agents advising agents in reinforcement learning. - Lisa Torrey; Matthew E. Taylor (AAMAS, 2013)

Agents Teaching Agents in Reinforcement Learning (Nectar Abstract). - Matthew E. Taylor; Lisa Torrey (ECML/PKDD (3), 2014)

Reinforcement learning agents providing advice in complex video games. - Matthew E. Taylor; Nicholas Carboni; Anestis Fachantidis; Ioannis P. Vlahavas; Lisa Torrey (Connect. Sci., 2014)

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 (AAAI, 2016)

The Turing Test in the Classroom. - Lisa Torrey; Karen Johnson; Sid Sondergard; Pedro Ponce; Laura Desmond (AAAI, 2016)

Reinforcement Learning via Reasoning from Demonstration. - Lisa Torrey (CoRR, 2020)