@article{visualreasoningthroughtoolsupervisedrein,
  title = {Visual Reasoning through Tool-supervised Reinforcement Learning},
  author = {Qihua Dong and Gozde Sahin and Pei Wang and Zhaowei Cai and Robik Shrestha and Hao Yang and Davide Modolo},
  year = {2026},
  eprint = {2604.19945},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.19945},
}