Where LLM Agents Fail and How They Can Learn From Failures

Published in arXiv preprint arXiv:2509.25370, 2025

This work studies where LLM agents fail and how they can learn from failures.

Recommended citation: Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, and Jiaxuan You. (2025). "Where LLM Agents Fail and How They Can Learn From Failures." arXiv preprint arXiv:2509.25370.
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