@article{failuremakestheagentstrongerenhancingacc,
  title = {Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions},
  author = {Junhao Su and Yuanliang Wan and Junwei Yang and Hengyu Shi and Tianyang Han and Junfeng Luo and Yurui Qiu},
  year = {2025},
  eprint = {2509.18847},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.18847},
}