@article{whenselfbeliefmisleadsactivelabelacquisi,
  title = {When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards},
  author = {Li Wang and Xiaodong Lu and Xiaohan Wang and Yikun Ban and Jiajun Chai and Wei Lin and Tianhao Peng and Guojun Yin},
  year = {2026},
  eprint = {2605.25864},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.25864},
}