Walsh, Thomas J.

12 publications

UAI 2023 Composing Efficient, Robust Tests for Policy Selection Dustin Morrill, Thomas J. Walsh, Daniel Hernandez, Peter R. Wurman, Peter Stone

FnTML 2013 A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning Alborz Geramifard, Thomas J. Walsh, Stefanie Tellex, Girish Chowdhary, Nicholas Roy, Jonathan P. How

UAI 2013 Batch-iFDD for Representation Expansion in Large MDPs Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan P. How

UAI 2012 Dynamic Teaching in Sequential Decision Making Environments Thomas J. Walsh, Sergiu Goschin

NeurIPS 2011 Blending Autonomous Exploration and Apprenticeship Learning Thomas J. Walsh, Daniel K. Hewlett, Clayton T. Morrison

MLJ 2011 Knows What It Knows: A Framework for Self-Aware Learning Lihong Li, Michael L. Littman, Thomas J. Walsh, Alexander L. Strehl

ICML 2010 Generalizing Apprenticeship Learning Across Hypothesis Classes Thomas J. Walsh, Kaushik Subramanian, Michael L. Littman, Carlos Diuk

AAAI 2010 Integrating Sample-Based Planning and Model-Based Reinforcement Learning Thomas J. Walsh, Sergiu Goschin, Michael L. Littman

UAI 2009 Exploring Compact Reinforcement-Learning Representations with Linear Regression Thomas J. Walsh, Istvan Szita, Carlos Diuk, Michael L. Littman

ICML 2008 Democratic Approximation of Lexicographic Preference Models Fusun Yaman, Thomas J. Walsh, Michael L. Littman, Marie desJardins

AAAI 2008 Efficient Learning of Action Schemas and Web-Service Descriptions Thomas J. Walsh, Michael L. Littman

ICML 2008 Knows What It Knows: A Framework for Self-Aware Learning Lihong Li, Michael L. Littman, Thomas J. Walsh