@article{tokenlevelpolicyoptimizationlinkinggroup, title = {Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Markov Likelihood}, author = {Xingyu Lin and Yilin Wen and En Wang and Du Su and Wenbin Liu and Chenfu Bao and Zhonghou Lv}, year = {2025}, eprint = {2510.09369}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.09369}, }