Exploration vs Exploitation vs Safety: Risk-Aware Multi-Armed Bandits

Nicolas Galichet, Michèle Sebag, Olivier Teytaud. Exploration vs Exploitation vs Safety: Risk-Aware Multi-Armed Bandits. In Cheng Soon Ong, Tu Bao Ho, editors, Asian Conference on Machine Learning, ACML 2013, Canberra, ACT, Australia, November 13-15, 2013. Volume 29 of JMLR Proceedings, pages 245-260, JMLR.org, 2013. [doi]

@inproceedings{GalichetST13,
  title = {Exploration vs Exploitation vs Safety: Risk-Aware Multi-Armed Bandits},
  author = {Nicolas Galichet and Michèle Sebag and Olivier Teytaud},
  year = {2013},
  url = {http://jmlr.org/proceedings/papers/v29/Galichet13.html},
  researchr = {https://researchr.org/publication/GalichetST13},
  cites = {0},
  citedby = {0},
  pages = {245-260},
  booktitle = {Asian Conference on Machine Learning, ACML 2013, Canberra, ACT, Australia, November 13-15, 2013},
  editor = {Cheng Soon Ong and Tu Bao Ho},
  volume = {29},
  series = {JMLR Proceedings},
  publisher = {JMLR.org},
}