Mohammad Gheshlaghi Azar
According to our database1, Mohammad Gheshlaghi Azar authored at least 12 papers between 2011 and 2018.
Legend:Book In proceedings Article PhD thesis Other
Rainbow: Combining Improvements in Deep Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Minimax Regret Bounds for Reinforcement Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input.
Proceedings of the Artificial Intelligence Research and Development, 2016
Online Stochastic Optimization under Correlated Bandit Feedback.
Proceedings of the 31th International Conference on Machine Learning, 2014
Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model.
Machine Learning, 2013
Regret Bounds for Reinforcement Learning with Policy Advice.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Sequential Transfer in Multi-armed Bandit with Finite Set of Models.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Dynamic policy programming.
Journal of Machine Learning Research, 2012
On the Sample Complexity of Reinforcement Learning with a Generative Model .
Proceedings of the 29th International Conference on Machine Learning, 2012
Dynamic Policy Programming with Function Approximation.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011