Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems.

Shaokun Zhang, Ming Yin, Jieyu Zhang, Jiale Liu, Zhiguang Han, Jingyang Zhang, Beibin Li, Chi Wang, Huazheng Wang, Yiran Chen, Qingyun Wu

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