@article{wellbegunhalfdonereinforcementlearningwi, title = {Well Begun, Half Done: Reinforcement Learning with Prefix Optimization for LLM Reasoning}, author = {Yiliu Sun and Zicheng Zhao and Yang Wei and Yanfang Zhang and Chen Gong}, year = {2025}, eprint = {2512.15274}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.15274}, }