作者位次 #4/8ACL 2026Findings· Findings of ACL
A Survey on Evaluation of LLM -based Agents
Asaf Yehudai · Lilach Eden · Alan Li · Guy Uziel · Yilun Zhao · Roy Bar-Haim · Arman Cohan · Michal Shmueli-Scheuer
摘要
LLM-based agents represent a paradigm shift in AI, enabling autonomous systems to plan, reason, and use tools while interacting with dynamic environments. This paper provides the first comprehensive survey of evaluation methods for these increasingly capable agents. We analyze the field of agent...