Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits

Alekh Agarwal, Daniel Hsu, Satyen Kale, John Langford, Lihong Li, Robert E. Schapire. Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits. In Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014. Volume 32 of JMLR Proceedings, pages 1638-1646, JMLR.org, 2014. [doi]

@inproceedings{AgarwalHKLLS14,
  title = {Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits},
  author = {Alekh Agarwal and Daniel Hsu and Satyen Kale and John Langford and Lihong Li and Robert E. Schapire},
  year = {2014},
  url = {http://jmlr.org/proceedings/papers/v32/agarwalb14.html},
  researchr = {https://researchr.org/publication/AgarwalHKLLS14},
  cites = {0},
  citedby = {0},
  pages = {1638-1646},
  booktitle = {Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014},
  volume = {32},
  series = {JMLR Proceedings},
  publisher = {JMLR.org},
}