Alessandro Lazaric
Alessandro Lazaric
Research Scientist, Facebook Artificial Intelligence Research
Verified email at inria.fr - Homepage
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
2072012
Transfer in reinforcement learning: a framework and a survey
A Lazaric
Reinforcement Learning, 143-173, 2012
2032012
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
1452008
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
1292007
Linear thompson sampling revisited
M Abeille, A Lazaric
arXiv preprint arXiv:1611.06534, 2016
1142016
Risk-aversion in multi-armed bandits
A Sani, A Lazaric, R Munos
arXiv preprint arXiv:1301.1936, 2013
1122013
Bayesian multi-task reinforcement learning
A Lazaric, M Ghavamzadeh
ICML-27th International Conference on Machine Learning, 599-606, 2010
1082010
Multi-bandit best arm identification
V Gabillon, M Ghavamzadeh, A Lazaric, S Bubeck
942011
Finite-sample analysis of least-squares policy iteration
A Lazaric, M Ghavamzadeh, R Munos
Journal of Machine Learning Research 13, 3041-3074, 2012
892012
Best-arm identification in linear bandits
M Soare, A Lazaric, R Munos
arXiv preprint arXiv:1409.6110, 2014
872014
Analysis of a classification-based policy iteration algorithm
A Lazaric, M Ghavamzadeh, R Munos
ICML-27th International Conference on Machine Learning, 607-614, 2010
862010
Finite-sample analysis of LSTD
A Lazaric, M Ghavamzadeh, R Munos
ICML-27th International Conference on Machine Learning, 615-622, 2010
772010
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
722011
Reinforcement learning of POMDPs using spectral methods
K Azizzadenesheli, A Lazaric, A Anandkumar
Conference on Learning Theory, 193-256, 2016
652016
Sequential transfer in multi-armed bandit with finite set of models
MG Azar, A Lazaric, E Brunskill
arXiv preprint arXiv:1307.6887, 2013
652013
LSTD with random projections
M Ghavamzadeh, A Lazaric, O Maillard, R Munos
Advances in Neural Information Processing Systems 23, 721-729, 2010
642010
Reinforcement distribution in fuzzy Q-learning
A Bonarini, A Lazaric, F Montrone, M Restelli
Fuzzy sets and systems 160 (10), 1420-1443, 2009
622009
Finite-sample analysis of Lasso-TD
M Ghavamzadeh, A Lazaric, R Munos, M Hoffman
International Conference on Machine Learning, 2011
572011
A truthful learning mechanism for contextual multi-slot sponsored search auctions with externalities
N Gatti, A Lazaric, F Trovň
Proceedings of the 13th ACM Conference on Electronic Commerce, 605-622, 2012
562012
Knowledge transfer in reinforcement learning
A Lazaric
PhD thesis, Politecnico di Milano, 2008
552008
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