@article{selfimprovinglargelanguagemodelsviaprogr,
  title = {Self-Improving Large Language Models via Progressive Experience Evolution},
  author = {Shijie Ren and Xiting Wang and Meng Li and Yujie Guo and Yunhang Yao and Ziheng Peng and Xunlong Wang and Yuetan Chen and Haoyang Zhou and Yunlong Liang and Fandong Meng},
  year = {2026},
  eprint = {2608.02139},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.02139},
}