@article{acomprehensivesurveyofrewardmodels,
  title = {A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future},
  author = {Jialun Zhong and Wei Shen and Yanzeng Li and Songyang Gao and Hua Lu and Yicheng Chen and Yang Zhang and Wei Zhou and Jinjie Gu and Lei Zou},
  year = {2025},
  eprint = {2504.12328},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.12328v1},
}