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News/AgentPerturb: Evaluating LLM Agent Robustness under Controlled Interaction Perturbations
arxiv
PublishedOctober 16, 2026 at 4:00 AM

AgentPerturb: Evaluating LLM Agent Robustness under Controlled Interaction Perturbations

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arXiv:2610.21624v1 Announce Type: new Abstract: Real-world tasks are often complex and noisy, posing substantial challenges for LLM agents. Yet existing evaluations lack a systematic framework for jointly characterizing potential perturbation targets and types. We use this two-dimensional view to co

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