@article{ratiovarianceregularizedpolicyoptimizati, title = {Ratio-Variance Regularized Policy Optimization}, author = {Yu Luo and Shuo Han and Yihan Hu and Lei Lv and Huaping Liu and Fuchun Sun and Jianye Hao and Dong Li}, year = {2026}, eprint = {2605.26784}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.26784}, }