Certified Adversarial Robustness for Deep Reinforcement Learning

Björn Lütjens, Michael Everett, Jonathan P. How. Certified Adversarial Robustness for Deep Reinforcement Learning. In Leslie Pack Kaelbling, Danica Kragic, Komei Sugiura, editors, 3rd Annual Conference on Robot Learning, CoRL 2019, Osaka, Japan, October 30 - November 1, 2019, Proceedings. Volume 100 of Proceedings of Machine Learning Research, pages 1328-1337, PMLR, 2019. [doi]

@inproceedings{LutjensEH19-0,
  title = {Certified Adversarial Robustness for Deep Reinforcement Learning},
  author = {Björn Lütjens and Michael Everett and Jonathan P. How},
  year = {2019},
  url = {http://proceedings.mlr.press/v100/lutjens20a.html},
  researchr = {https://researchr.org/publication/LutjensEH19-0},
  cites = {0},
  citedby = {0},
  pages = {1328-1337},
  booktitle = {3rd Annual Conference on Robot Learning, CoRL 2019, Osaka, Japan, October 30 - November 1, 2019, Proceedings},
  editor = {Leslie Pack Kaelbling and Danica Kragic and Komei Sugiura},
  volume = {100},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}