@article{atomicskillsaretheprerequisitewhenreinfo, title = {Atomic Skills are the Prerequisite: When Reinforcement Learning Synthesizes Compositional Reasoning, and When It Only Amplifies}, author = {Sitao Cheng and Xunjian Yin and Ruiwen Zhou and Yuxuan Li and Xinyi Wang and Liangming Pan and William Yang Wang and Victor Zhong}, year = {2025}, eprint = {2512.01970}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.01970}, }