@article{deepdenseexplorationforllmreinforcementl,
  title = {Deep Dense Exploration for LLM Reinforcement Learning via Pivot-Driven Resampling},
  author = {Yiran Guo and Zhongjian Qiao and Yingqi Xie and Jie Liu and Dan Ye and Ruiqing Zhang and Shuang Qiu and Lijie Xu},
  year = {2026},
  eprint = {2602.14169},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.14169},
}