Analyzing feature generation for value-function approximation. - Ronald Parr; Christopher Painter-Wakefield; Lihong Li 001; Michael L. Littman (ICML, 2007)

An analysis of linear models, linear value-function approximation, and feature selection for reinforcement learning. - Ronald Parr; Lihong Li 001; Gavin Taylor; Christopher Painter-Wakefield; Michael L. Littman (ICML, 2008)

Linear Complementarity for Regularized Policy Evaluation and Improvement. - Jeffrey Johns; Christopher Painter-Wakefield; Ronald Parr (NIPS, 2010)

Greedy Algorithms for Sparse Reinforcement Learning. - Christopher Painter-Wakefield; Ronald Parr (ICML, 2012)