@article{zhu2025llm, title={Where LLM Agents Fail and How They can Learn From Failures}, author={Zhu, Kunlun and Liu, Zijia and Li, Bingxuan and Tian, Muxin and Yang, Yingxuan and Zhang, Jiaxun and Han, Pengrui and Xie, Qipeng and Cui, Fuyang and Zhang, Weijia and others}, journal={arXiv preprint arXiv:2509.25370}, year={2025} }