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All publications by Damien Ernst
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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

Tree-Based Batch Mode Reinforcement Learning
Damien Ernst, Pierre Geurts and Louis Wehenkel
Journal of Machine Learning Research, 2005