The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback

Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh. The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback. In Nikolai Matni, Manfred Morari, George J. Pappas, editors, Learning for Dynamics and Control Conference, L4DC 2023, 15-16 June 2023, Philadelphia, PA, USA. Volume 211 of Proceedings of Machine Learning Research, pages 497-508, PMLR, 2023. [doi]

@inproceedings{HutchinsonTA23,
  title = {The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback},
  author = {Spencer Hutchinson and Berkay Turan and Mahnoosh Alizadeh},
  year = {2023},
  url = {https://proceedings.mlr.press/v211/hutchinson23a.html},
  researchr = {https://researchr.org/publication/HutchinsonTA23},
  cites = {0},
  citedby = {0},
  pages = {497-508},
  booktitle = {Learning for Dynamics and Control Conference, L4DC 2023, 15-16 June 2023, Philadelphia, PA, USA},
  editor = {Nikolai Matni and Manfred Morari and George J. Pappas},
  volume = {211},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}