@article{paagentportraitawareimagerestorationagen,
  title = {PaAgent: Portrait-Aware Image Restoration Agent via Subjective-Objective Reinforcement Learning},
  author = {Yijian Wang and Qingsen Yan and Jiantao Zhou and Duwei Dai and Wei Dong},
  year = {2026},
  eprint = {2603.17055},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.17055},
}