@misc{bensal2025reflect,
  title={Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning},
  author={Shelly Bensal and Umar Jamil and Christopher Bryant and Melisa Russak and Kiran Kamble and Dmytro Mozolevskyi and Muayad Ali and Waseem AlShikh},
  year={2025},
  eprint={2505.24726},
  archivePrefix={arXiv},
  primaryClass={cs.CL},
  url={https://arxiv.org/abs/2505.24726}
}