Taming the monster: A fast and simple algorithm for contextual bandits. Agarwal, A., Hsu, D., Kale, S., Langford, J., Li, L., & Schapire, R. In International Conference on Machine Learning, pages 1638–1646, 2014. PMLR.
bibtex   
@inproceedings{agarwal14taming_monster,
  title={Taming the monster: A fast and simple algorithm for contextual bandits},
  author={Agarwal, Alekh and Hsu, Daniel and Kale, Satyen and Langford, John and Li, Lihong and Schapire, Robert},
  booktitle={International Conference on Machine Learning},
  pages={1638--1646},
  year={2014},
  organization={PMLR}
}

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