Tool-R1: Sample-Efficient Reinforcement Learning for Agentic Tool Use

@misc{zhang2025toolr1sampleefficientreinforcement,
      title={Tool-R1: Sample-Efficient Reinforcement Learning for Agentic Tool Use},
      author={Yabo Zhang and Yihan Zeng and Qingyun Li and Zhen Hu and Kavin Han and Wangmeng Zuo},
      year={2025},
      eprint={2509.12867},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2509.12867},
}