Alessandro Lazaric
Alessandro Lazaric
Research Scientist, FAIR
Verified email at inria.fr - Homepage
TitleCited byYear
Best arm identification: A unified approach to fixed budget and fixed confidence
V Gabillon, M Ghavamzadeh, A Lazaric
Advances in Neural Information Processing Systems, 3212-3220, 2012
1302012
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
1062008
Transfer in reinforcement learning: a framework and a survey
A Lazaric
Reinforcement Learning, 143-173, 2012
1022012
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
942008
Multi-bandit best arm identification
V Gabillon, M Ghavamzadeh, A Lazaric, S Bubeck
Advances in Neural Information Processing Systems, 2222-2230, 2011
712011
Bayesian multi-task reinforcement learning
A Lazaric, M Ghavamzadeh
712010
Analysis of a classification-based policy iteration algorithm
A Lazaric, M Ghavamzadeh, R Munos
712010
Finite-sample analysis of least-squares policy iteration
A Lazaric, M Ghavamzadeh, R Munos
Journal of Machine Learning Research 13 (Oct), 3041-3074, 2012
622012
Finite-sample analysis of LSTD
A Lazaric, M Ghavamzadeh, R Munos
602010
Risk-aversion in multi-armed bandits
A Sani, A Lazaric, R Munos
Advances in Neural Information Processing Systems, 3275-3283, 2012
552012
LSTD with random projections
M Ghavamzadeh, A Lazaric, O Maillard, R Munos
Advances in Neural Information Processing Systems, 721-729, 2010
542010
Reinforcement distribution in fuzzy Q-learning
A Bonarini, A Lazaric, F Montrone, M Restelli
Fuzzy sets and systems 160 (10), 1420-1443, 2009
512009
Finite-sample analysis of Lasso-TD
M Ghavamzadeh, A Lazaric, R Munos, M Hoffman
492011
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
462012
Sequential transfer in multi-armed bandit with finite set of models
A Lazaric, E Brunskill
Advances in Neural Information Processing Systems, 2220-2228, 2013
412013
Reinforcement learning of POMDPs using spectral methods
K Azizzadenesheli, A Lazaric, A Anandkumar
arXiv preprint arXiv:1602.07764, 2016
402016
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
402011
Best-arm identification in linear bandits
M Soare, A Lazaric, R Munos
Advances in Neural Information Processing Systems, 828-836, 2014
382014
Knowledge transfer in reinforcement learning
A Lazaric
PhD thesis, Politecnico di Milano, 2008
382008
Exploiting easy data in online optimization
A Sani, G Neu, A Lazaric
Advances in Neural Information Processing Systems, 810-818, 2014
372014
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Articles 1–20