@article{seifselfevolvingreinforcementlearningfor,
  title = {SEIF: Self-Evolving Reinforcement Learning for Instruction Following},
  author = {Qingyu Ren and Qianyu He and Jiajie Zhu and Xingzhou Chen and Jingwen Chang and Zeye Sun and Han Xia and Fei Yu and Jiaqing Liang and Yanghua Xiao},
  year = {2026},
  eprint = {2605.07465},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.07465},
}