@article{shuffler1efficientrlframeworkformultimod, title = {Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle}, author = {Linghao Zhu and Yiran Guan and Dingkang Liang and Jianzhong Ju and Zhenbo Luo and Bin Qin and Jian Luan and Yuliang Liu and Xiang Bai}, year = {2025}, eprint = {2508.05612}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05612}, }