@article{imageeditr1boostingmultiagentimageeditin, title = {ImageEdit-R1: Boosting Multi-Agent Image Editing via Reinforcement Learning}, author = {Yiran Zhao and Yaoqi Ye and Xiang Liu and Michael Qizhe Shieh and Trung Bui}, year = {2026}, eprint = {2603.08059}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.08059}, }