Alessandro Lazaric

Cited by

	All	Since 2016
Citations	3195	2287
h-index	32	27
i10-index	67	59

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2007200820092010201120122013201420152016201720182019202020218 25 26 55 97 120 143 198 194 260 281 369 508 757 103

Co-authors

Mohammad GhavamzadehGoogle ResearchVerified email at google.com
Marcello RestelliAssociate Professor, Politecnico di MilanoVerified email at polimi.it
Rémi MunosDeepMindVerified email at inria.fr
Andrea BonariniFull Professor, Politecnico di MilanoVerified email at polimi.it
Michal ValkoDeepMind, Paris & Inria France & ENS, MVAVerified email at deepmind.com
Matteo PirottaResearch Scientist, Facebook AI ResearchVerified email at fb.com
Daniele CalandrielloResearch Scientist, DeepMindVerified email at google.com
Emma BrunskillAssistant Professor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Marc AbeilleCriteoVerified email at ens-cachan.fr
Ronan FruitPhD candidate, Inria Lille, SequeL teamVerified email at inria.fr
Amir SaniCTO Element VenturesVerified email at amirsani.com
Enrique Munoz de CoteProfessor of Computer Science at INAOE; Director at PROWLER.ioVerified email at prowler.io
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Kamyar AzizzadenesheliAssistant Professor at Purdue UniversityVerified email at purdue.edu
Nicola GattiPolitecnico di MilanoVerified email at elet.polimi.it
Odalric-Ambrym MaillardInria Lille - Nord EuropeVerified email at inria.fr
Andrea ZanettePhD Student, Stanford UniversityVerified email at stanford.edu
Mohammad Gheshlaghi AzarResearch Scientist at DeepMindVerified email at google.com
Matthew W. HoffmanDeepMindVerified email at google.com
Mykel J. KochenderferAssociate Professor, Stanford UniversityVerified email at stanford.edu

Alessandro Lazaric

Research Scientist, Facebook Artificial Intelligence Research

Verified email at inria.fr - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Best arm identification: A unified approach to fixed budget and fixed confidence V Gabillon, M Ghavamzadeh, A Lazaric NIPS-Twenty-Sixth Annual Conference on Neural Information Processing Systems, 2012	200	2012
Transfer in reinforcement learning: a framework and a survey A Lazaric Reinforcement Learning, 143-173, 2012	181	2012
Transfer of samples in batch reinforcement learning A Lazaric, M Restelli, A Bonarini Proceedings of the 25th international conference on Machine learning, 544-551, 2008	137	2008
Reinforcement learning in continuous action spaces through sequential monte carlo methods A Lazaric, M Restelli, A Bonarini Advances in neural information processing systems 20, 833-840, 2007	125	2007
Risk-aversion in multi-armed bandits A Sani, A Lazaric, R Munos arXiv preprint arXiv:1301.1936, 2013	104	2013
Linear thompson sampling revisited M Abeille, A Lazaric arXiv preprint arXiv:1611.06534, 2016	99	2016
Bayesian multi-task reinforcement learning A Lazaric, M Ghavamzadeh ICML-27th International Conference on Machine Learning, 599-606, 2010	97	2010
Multi-bandit best arm identification V Gabillon, M Ghavamzadeh, A Lazaric, S Bubeck	93	2011
Finite-sample analysis of least-squares policy iteration A Lazaric, M Ghavamzadeh, R Munos Journal of Machine Learning Research 13, 3041-3074, 2012	85	2012
Analysis of a classification-based policy iteration algorithm A Lazaric, M Ghavamzadeh, R Munos ICML-27th International Conference on Machine Learning, 607-614, 2010	84	2010
Best-arm identification in linear bandits M Soare, A Lazaric, R Munos arXiv preprint arXiv:1409.6110, 2014	78	2014
Finite-sample analysis of LSTD A Lazaric, M Ghavamzadeh, R Munos ICML-27th International Conference on Machine Learning, 615-622, 2010	75	2010
Upper-confidence-bound algorithms for active learning in multi-armed bandits A Carpentier, A Lazaric, M Ghavamzadeh, R Munos, P Auer International Conference on Algorithmic Learning Theory, 189-203, 2011	66	2011
Reinforcement learning of POMDPs using spectral methods K Azizzadenesheli, A Lazaric, A Anandkumar Conference on Learning Theory, 193-256, 2016	64	2016
Sequential transfer in multi-armed bandit with finite set of models MG Azar, A Lazaric, E Brunskill arXiv preprint arXiv:1307.6887, 2013	63	2013
LSTD with random projections M Ghavamzadeh, A Lazaric, O Maillard, R Munos Advances in Neural Information Processing Systems 23, 721-729, 2010	62	2010
Reinforcement distribution in fuzzy Q-learning A Bonarini, A Lazaric, F Montrone, M Restelli Fuzzy sets and systems 160 (10), 1420-1443, 2009	60	2009
Finite-sample analysis of Lasso-TD M Ghavamzadeh, A Lazaric, R Munos, M Hoffman International Conference on Machine Learning, 2011	57	2011
A truthful learning mechanism for contextual multi-slot sponsored search auctions with externalities N Gatti, A Lazaric, F Trovò Proceedings of the 13th ACM Conference on Electronic Commerce, 605-622, 2012	54	2012
Knowledge transfer in reinforcement learning A Lazaric PhD thesis, Politecnico di Milano, 2008	53	2008

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