@article{deepresearchasrubricforreinforcementlear, title = {Deep Research as Rubric for Reinforcement Learning}, author = {Wangyi Mei and Zhouhong Gu and Zhenhan Bai and Yin Cai and Lefan Zhang and Zhenxin Ding and Bo Chen and Yan Gao and Yi Wu and Yao Hu and Jiaqing Liang and Deqing Yang}, year = {2026}, eprint = {2606.01091}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.01091}, }