@article{unlockingexplorationinrlvruncertaintyawa,
  title = {Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning},
  author = {Can Xie and Ruotong Pan and Xiangyu Wu and Yunfei Zhang and Jiayi Fu and Tingting Gao and Guorui Zhou},
  year = {2025},
  eprint = {2510.10649},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.10649},
}