@article{wanr1verifiablereinforcementlearningforv, title = {Wan-R1: Verifiable-Reinforcement Learning for Video Reasoning}, author = {Ming Liu and Yunbei Zhang and Shilong Liu and Liwen Wang and Wensheng Zhang}, year = {2026}, eprint = {2603.27866}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.27866}, }