Best arm identification in multi-armed bandits, Proceedings of the Twenty-Third Annual Conference on Learning Theory, pp.41-53, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00654404
Finite-time analysis of the multi-armed bandit problem, Machine Learning, vol.47, pp.235-256, 2002. ,
Pure exploration in multi-armed bandit problems, Proceedings of the Twentieth International Conference on Algorithmic Learning Theory, pp.23-37, 2009. ,
Multiple identifications in multi-armed bandits. CoRR, abs/1205, p.3181, 2012. ,
Active learning for developing personalized treatment, Proceedings of the Twenty-Seventh International Conference on Uncertainty in Artificial Intelligence, pp.161-168, 2011. ,
Action elimination and stopping conditions for the multi-armed bandit and reinforcement learning problems, Journal of Machine Learning Research, vol.7, pp.1079-1105, 2006. ,
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00747005
Multi-bandit best arm identification, Proceedings of Advances in Neural Information Processing Systems 25, pp.2222-2230, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00632523
Learning Methods for Sequential Decision Making with Imperfect Representations, 2011. ,
Efficient selection of multiple bandit arms: Theory and practice, Proceedings of the Twenty-Seventh International Conference on Machine Learning, pp.511-518, 2010. ,
Pac subset selection in stochastic multiarmed bandits, Proceedings of the Twentieth International Conference on Machine Learning, 2012. ,
Hoeffding races: Accelerating model selection search for classification and function approximation, Proceedings of Advances in Neural Information Processing Systems 6, pp.59-66, 1993. ,
Empirical bernstein bounds and sample-variance penalization, 22th annual conference on learning theory, 2009. ,
Empirical Bernstein stopping, Proceedings of the Twenty-Fifth International Conference on Machine Learning, pp.672-679, 2008. ,
DOI : 10.1145/1390156.1390241
URL : https://hal.archives-ouvertes.fr/hal-00834983
Some aspects of the sequential design of experiments, Bulletin of the American Mathematics Society, vol.58, pp.527-535, 1952. ,