@article{sampleefficientllmoptimizationwithresetr,
  title = {Sample-efficient LLM Optimization with Reset Replay},
  author = {Zichuan Liu and Jinyu Wang and Lei Song and Jiang Bian},
  year = {2025},
  eprint = {2508.06412},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.06412},
}