AgentPerturb: Evaluating LLM Agent Robustness under Controlled Interaction Perturbations

Yuanjian Xu, Jinyi Han, Jianing Hao +5

Real-world tasks are often complex and noisy, posing substantial challenges for LLM agents. Yet existing evaluations lack a systematic framework for jointly characterizing potentia…