Steffen Grünewälder, Jean-Yves Audibert, Manfred Opper, John Shawe-Taylor. Regret Bounds for Gaussian Process Bandit Problems. Journal of Machine Learning Research, 9:273-280, 2010. [doi]
@article{GrunewalderAOS10,
title = {Regret Bounds for Gaussian Process Bandit Problems},
author = {Steffen Grünewälder and Jean-Yves Audibert and Manfred Opper and John Shawe-Taylor},
year = {2010},
url = {http://www.jmlr.org/proceedings/papers/v9/grunewalder10a.html},
researchr = {https://researchr.org/publication/GrunewalderAOS10},
cites = {0},
citedby = {0},
journal = {Journal of Machine Learning Research},
volume = {9},
pages = {273-280},
}