@article{lookbeforeyouleapautonomousexplorationfo,
  title = {Look Before You Leap: Autonomous Exploration for LLM Agents},
  author = {Ziang Ye and Wentao Shi and Yuxin Liu and Yu Wang and Zhengzhou Cai and Yaorui Shi and Qi Gu and Xunliang Cai and Fuli Feng},
  year = {2026},
  eprint = {2605.16143},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.16143},
}