Pentest-R1: Towards Autonomous Penetration Testing Reasoning Optimized via Two-Stage Reinforcement Learning

@misc{li2025pentestr1towardsautonomous,
      title={Pentest-R1: Towards Autonomous Penetration Testing Reasoning Optimized via Two-Stage Reinforcement Learning},
      author={Hui Li and Tong Li and He Kong and Die Hu and Jingguo Ge and Liangxiong Li},
      year={2025},
      eprint={2508.07382},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2508.07382},
}