 Alexandra Carpentier and Rémi Munos. "Bandit Theory Meets Compressed Sensing for HighDimensional Stochastic Linear Bandit". Proceedings of the International Conference
on Artificial Intelligence and Statistics (AISTATS2012), April 2012.
 Matthew Hoffman, Alessandro Lazaric, Mohammad
Ghavamzadeh, & Rémi Munos. "Regularized Least Squares Temporal
Difference Learning with Nested L2 and L1 Penalization". Ninth European Workshop on Reinforcement Learning (EWRL2011), Athens, Greece, September 2011.
 Mohammad Ghavamzadeh, Alessandro Lazaric, Rémi Munos, & Matthew Hoffman. "FiniteSample Analysis of LassoTD". Proceedings of the TwentyEighth International Conference on Machine Learning (ICML2011), pp. 11771184, Bellevue, WA, June 2011.
 Aviv Tamar, Dotan Di Castro, and Ron Meir. "Integrating Partial Model Knowledge in Model Free Reinforcement Learning Algorithms". Proceedings of the TwentyEighth International Conference on Machine Learning (ICML2011), Bellevue, WA, June 2011.
 Mohammad Ghavamzadeh, Alessandro Lazaric, Odalric Maillard, & Rémi Munos. "LSTD with Random Projections". Accepted for Spotlight Presentation (73 out of 1219 submissions). Proceedings of the TwentyFourth Annual Conference on Advances in Neural Information Processing Systems (NIPS), pp. 721729, 2010.
 Odalric Maillard and Rémi Munos. "Scrambled Objects for LeastSquares Regression". Proceedings of the TwentyFourth Annual Conference on Advances in Neural Information Processing Systems (NIPS), pp. 15491557, 2010.
 Dotan Di Castro and Shie Mannor. "Adaptive Bases for Reinforcement Learning". Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pp. 312327, 2010.
 Dotan Di Castro and Shie Mannor. "Adaptive Bases for Qlearning". Proceedings of the FortyNinth IEEE Conference on Decision and Control (CDC), 2010.
 Dotan Di Castro and Shie Mannor.
"Tutor Learning Using Linear Constraints in Approximate Dynamic Programming". Proceedings of the FortyEighth Allerton Conference on Communication, Control, and Computing, 2010.
 Odalric Maillard and Rémi Munos. "Compressed LeastSquares Regression". Proceedings of the TwentyThird Annual Conference on Advances in Neural Information Processing Systems (NIPS2009), pp. 12131221, 2009.

