@article{learningtoreasonwithoutexternalrewards, title = {Learning to Reason without External Rewards}, author = {Xuandong Zhao and Zhewei Kang and Aosong Feng and Sergey Levine and Dawn Song}, year = {2025}, eprint = {2505.19590}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.19590v1}, }