@article{unleashingimplicitrewardsprefixvaluelear, title = {Unleashing Implicit Rewards: Prefix-Value Learning for Distribution-Level Optimization}, author = {Shiping Gao and Hongzhan Chen and Xiaojun Quan and Qifan Wang and Lifu Huang}, year = {2026}, eprint = {2604.13197}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.13197}, }