Steering selfish traffic, without differentiating through it

If this post was useful, please cite the paper.

@inproceedings{masiha2026zos,
  title     = {Zeroth-Order Stackelberg Control in Combinatorial Congestion Games},
  author    = {Masiha, Saeed and Elahi, Sepehr and Kiyavash, Negar and Thiran, Patrick},
  booktitle = {Advances in Neural Information Processing Systems},
  year      = {2026}
}

Road network data: Sioux Falls from the Transportation Networks for Research collection.