@article{jin2026beyond,
  title={Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions},
  author={Jin, Xin and Cai, Huanqia and Li, Zhen and Zhan, Zechao and Jiang, Dengyang and Hao, Aiming and Jiang, Yuming and Guo, Chunle and Gao, Peng and Cheng, Ming-Ming and Hoi, Steven C.H.},
  journal={arXiv preprint arXiv:2606.09076},
  year={2026}
}