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All publications by Susan A. Murphy
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Efficient Reinforcement Learning with Multiple Reward Functions for Randomized Controlled Trial Analysis
Daniel J. Lizotte, Michael H. Bowling and Susan A. Murphy
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Model-Free Monte Carlo-like Policy Evaluation
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel and Damien Ernst
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


A Generalization Error for Q-Learning
Susan A. Murphy
Journal of Machine Learning Research, 2005