HarnessEvolve: Learning from Reference Trajectories for Reliable Agent Self-Evolution

@misc{jiang2026harnessevolve,
  title = {HarnessEvolve: Learning from Reference Trajectories for Reliable Agent Self-Evolution},
  author = {Wen Jiang and Ming-Min Chu and Yiding Tian and Qian-Xin Zhang and Haoandong Yang and Rui Yang and Yang Liu and Tao Lv and Fang-Ming Li},
  year = {2026},
  eprint = {2609.00829},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.00829},
}