@article{doesreinforcementlearningreally,
  title = {Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?},
  author = {Zhiqi Chen and Rui Lu and Andrew Zhao and Zhaokai Wang and Yang Yue and Shiji Song and Gao Huang},
  year = {2025},
  eprint = {2504.13837},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.13837v2},
}