@article{posterioroptimizationwithclippedobjectiv, title = {Posterior Optimization with Clipped Objective for Bridging Efficiency and Stability in Generative Policy Learning}, author = {Yuhui Chen and Haoran Li and Zhennan Jiang and Yuxing Qin and Yuxuan Wan and Weiheng Liu and Dongbin Zhao}, year = {2026}, eprint = {2604.01860}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.01860}, }