Bias no more: high-probability data-dependent regret bounds for adversarial bandits and MDPs

Chung-wei Lee, Haipeng Luo, Chen-Yu Wei, Mengxiao Zhang. Bias no more: high-probability data-dependent regret bounds for adversarial bandits and MDPs. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{LeeLWZ20,
  title = {Bias no more: high-probability data-dependent regret bounds for adversarial bandits and MDPs},
  author = {Chung-wei Lee and Haipeng Luo and Chen-Yu Wei and Mengxiao Zhang},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/b2ea5e977c5fc1ccfa74171a9723dd61-Abstract.html},
  researchr = {https://researchr.org/publication/LeeLWZ20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}