@article{upperconfidenceboundalgorithmsforactive, title = {Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits}, author = {Alexandra Carpentier and Alessandro Lazaric and Mohammad Ghavamzadeh and Rémi Munos and Peter Auer and András Antos}, year = {2015}, eprint = {1507.04523}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1507.04523v1}, }