@article{rl2mlfiniterolloutsurrogateobjectivesfro, title = {RL2ML: Finite-Rollout Surrogate Objectives from Reinforcement Learning to Maximum Likelihood}, author = {Yifu Zheng}, year = {2026}, eprint = {2605.30154}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.30154}, }