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All publications by Mohammad G. Azar
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Online Stochastic Optimization under Correlated Bandit Feedback
Mohammad G. Azar, Alessandro Lazaric and Emma Brunskill
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Sequential Transfer in Multi-armed Bandit with Finite Set of Models
Mohammad G. Azar, Alessandro Lazaric and Emma Brunskill
Advances in Neural Information Processing Systems 26, 2013


On the Sample Complexity of Reinforcement Learning with a Generative Model
Mohammad G. Azar, Bert Kappen and Rémi Munos
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Speedy Q-Learning
Mohammad Ghavamzadeh, Hilbert J. Kappen, Mohammad G. Azar and Rémi Munos
Advances in Neural Information Processing Systems 24, 2011


Dynamic Policy Programming with Function Approximation
Mohammad G. Azar, Vicençc Gómez and Bert Kappen
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011