UAI 2024poster0 citations

Decentralized Online Learning in General-Sum Stackelberg Games

Yaolong Yu, Haipeng Chen

Abstract

We study an online learning problem in general-sum Stackelberg games, where players act in a decentralized and strategic manner. We study two settings depending on the type of information for the follower: (1) the

BibTeX
@InProceedings{pmlr-v244-yu24b,
  title = 	 {Decentralized Online Learning in General-Sum Stackelberg Games},
  author =       {Yu, Yaolong and Chen, Haipeng},
  booktitle = 	 {Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence},
  pages = 	 {4056--4077},
  year = 	 {2024},
  editor = 	 {Kiyavash, Negar and Mooij, Joris M.},
  volume = 	 {244},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {15--19 Jul},
  publisher =    {PMLR},
  pdf = 	 {https://raw.githubusercontent.com/mlresearch/v244/main/assets/yu24b/yu24b.pdf},
  url = 	 {https://proceedings.mlr.press/v244/yu24b.html},
  abstract = 	 {We study an online learning problem in general-sum Stackelberg games, where players act in a decentralized and strategic manner. We study two settings depending on the type of information for the follower: (1) the