Alessandro Lazaric
Alessandro Lazaric
Research Scientist, Facebook Artificial Intelligence Research
Email verificata su inria.fr - Home page
Titolo
Citata da
Citata da
Anno
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
1972012
Transfer in reinforcement learning: a framework and a survey
A Lazaric
Reinforcement Learning, 143-173, 2012
1722012
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
1392008
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
1222008
Risk-aversion in multi-armed bandits
A Sani, A Lazaric, R Munos
Advances in Neural Information Processing Systems 25, 3275-3283, 2012
982012
Linear Thompson sampling revisited
M Abeille, A Lazaric
arXiv preprint arXiv:1611.06534, 2016
922016
Bayesian multi-task reinforcement learning
A Lazaric, M Ghavamzadeh
922010
Multi-bandit best arm identification
V Gabillon, M Ghavamzadeh, A Lazaric, S Bubeck
Advances in Neural Information Processing Systems, 2222-2230, 2011
912011
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
872012
Analysis of a classification-based policy iteration algorithm
A Lazaric, M Ghavamzadeh, R Munos
842010
Best-arm identification in linear bandits
M Soare, A Lazaric, R Munos
Advances in Neural Information Processing Systems 27, 828-836, 2014
772014
Finite-sample analysis of LSTD
A Lazaric, M Ghavamzadeh, R Munos
742010
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
652011
LSTD with random projections
M Ghavamzadeh, A Lazaric, O Maillard, R Munos
Advances in Neural Information Processing Systems 23, 721-729, 2010
612010
Reinforcement learning of POMDPs using spectral methods
K Azizzadenesheli, A Lazaric, A Anandkumar
arXiv preprint arXiv:1602.07764, 2016
602016
Reinforcement distribution in fuzzy Q-learning
A Bonarini, A Lazaric, F Montrone, M Restelli
Fuzzy sets and systems 160 (10), 1420-1443, 2009
572009
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
562013
Finite-sample analysis of Lasso-TD
M Ghavamzadeh, A Lazaric, R Munos, M Hoffman
552011
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
542012
Improved regret bounds for thompson sampling in linear quadratic control problems
M Abeille, A Lazaric
Proceedings of Machine Learning Research 80, 2018
522018
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20