@article{bandpobridgingtrustregionsandratioclippi, title = {BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning}, author = {Yuan Li and Bo Wang and Yufei Gao and Yuqian Yao and Xinyuan Wang and Zhangyue Yin and Xipeng Qiu}, year = {2026}, eprint = {2603.04918}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.04918}, }