@article{stableandefficientsinglerolloutrlformult, title = {Stable and Efficient Single-Rollout RL for Multimodal Reasoning}, author = {Rui Liu and Dian Yu and Lei Ke and Haolin Liu and Yujun Zhou and Zhenwen Liang and Haitao Mi and Pratap Tokekar and Dong Yu}, year = {2025}, eprint = {2512.18215}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.18215}, }