@article{learningtoadaptselfimprovingwebagentviac,
  title = {Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration},
  author = {Weile Chen and Bingchen Miao and Qifan Yu and Wendong Bu and Guoming Wang and Wenqiao Zhang and Shengyu Zhang and Juncheng Li and Siliang Tang},
  year = {2026},
  eprint = {2605.31365},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.31365},
}