@article{skillevoselfrenewingevolutiongradientsfr, title = {SkillEvo: Self-Renewing Evolution Gradients from Multi-Turn Interaction Feedback}, author = {Qianxi Yan and Chunrong Chen and Jiuzhou Zhao and Min Zhang and Yongzhou Xu and Xiaochuan Xu}, year = {2026}, eprint = {2608.13120}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.13120}, }