No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities

Sebastian Shenghong Tay, Quoc Phong Nguyen, Chuan-Sheng Foo, Bryan Kian Hsiang Low. No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 3591-3619, PMLR, 2023. [doi]

@inproceedings{TayNFL23,
  title = {No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities},
  author = {Sebastian Shenghong Tay and Quoc Phong Nguyen and Chuan-Sheng Foo and Bryan Kian Hsiang Low},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/tay23a.html},
  researchr = {https://researchr.org/publication/TayNFL23},
  cites = {0},
  citedby = {0},
  pages = {3591-3619},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}