@article{revolutionizingreinforcementlearningfram, title = {Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models}, author = {Yinjie Wang and Ling Yang and Bowen Li and Ye Tian and Ke Shen and Mengdi Wang}, year = {2025}, eprint = {2509.06949}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.06949}, }