Alessandro Lazaric

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	All	Since 2016
Citations	3077	2180
h-index	32	27
i10-index	64	57

760

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2007200820092010201120122013201420152016201720182019202020218 24 28 55 96 118 145 184 195 259 277 371 498 756 12

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
Emma BrunskillAssistant Professor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Daniele CalandrielloResearch Scientist, DeepMindVerified email at google.com
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
Nicola GattiPolitecnico di MilanoVerified email at elet.polimi.it
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Kamyar AzizzadenesheliAssistant Professor at Purdue UniversityVerified email at purdue.edu
Odalric-Ambrym MaillardInria Lille - Nord EuropeVerified email at inria.fr
Andrea ZanettePhD Student, Stanford UniversityVerified email at stanford.edu
Matthew W. HoffmanUniversity of CambridgeVerified email at cam.ac.uk
Francesco TrovòPolitecnico di MilanoVerified email at polimi.it
Alexandra CarpentierOvGU MagdeburgVerified email at ovgu.de

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 Advances in Neural Information Processing Systems 25, 3212-3220, 2012	197	2012
Transfer in reinforcement learning: a framework and a survey A Lazaric Reinforcement Learning, 143-173, 2012	172	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	139	2008
Reinforcement learning in continuous action spaces through sequential monte carlo methods A Lazaric, M Restelli, A Bonarini Advances in neural information processing systems, 833-840, 2008	122	2008
Risk-aversion in multi-armed bandits A Sani, A Lazaric, R Munos Advances in Neural Information Processing Systems 25, 3275-3283, 2012	98	2012
Linear Thompson sampling revisited M Abeille, A Lazaric arXiv preprint arXiv:1611.06534, 2016	92	2016
Bayesian multi-task reinforcement learning A Lazaric, M Ghavamzadeh	92	2010
Multi-bandit best arm identification V Gabillon, M Ghavamzadeh, A Lazaric, S Bubeck Advances in Neural Information Processing Systems, 2222-2230, 2011	91	2011
Finite-sample analysis of least-squares policy iteration A Lazaric, M Ghavamzadeh, R Munos The Journal of Machine Learning Research 13 (1), 3041-3074, 2012	87	2012
Analysis of a classification-based policy iteration algorithm A Lazaric, M Ghavamzadeh, R Munos	84	2010
Best-arm identification in linear bandits M Soare, A Lazaric, R Munos Advances in Neural Information Processing Systems 27, 828-836, 2014	77	2014
Finite-sample analysis of LSTD A Lazaric, M Ghavamzadeh, R Munos	74	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	65	2011
LSTD with random projections M Ghavamzadeh, A Lazaric, O Maillard, R Munos Advances in Neural Information Processing Systems 23, 721-729, 2010	61	2010
Reinforcement learning of POMDPs using spectral methods K Azizzadenesheli, A Lazaric, A Anandkumar arXiv preprint arXiv:1602.07764, 2016	60	2016
Reinforcement distribution in fuzzy Q-learning A Bonarini, A Lazaric, F Montrone, M Restelli Fuzzy sets and systems 160 (10), 1420-1443, 2009	57	2009
Sequential transfer in multi-armed bandit with finite set of models A Lazaric, E Brunskill Advances in Neural Information Processing Systems 26, 2220-2228, 2013	56	2013
Finite-sample analysis of Lasso-TD M Ghavamzadeh, A Lazaric, R Munos, M Hoffman	55	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
Improved regret bounds for thompson sampling in linear quadratic control problems M Abeille, A Lazaric Proceedings of Machine Learning Research 80, 2018	52	2018

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