VagueBench: Benchmarking the Robustness of Embodied Agents on Ambient Context Illusions
arXiv:2611.03765v1 Announce Type: new Abstract: Embodied agents are increasingly deployed in open-world environments, yet current robustness evaluations remain biased toward hazardous instructions and jailbreak vulnerabilities. A more fundamental issue is largely overlooked: agents are rarely teste…
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- 2026-11-04 05:00 · arXiv cs.AI
VagueBench: Benchmarking the Robustness of Embodied Agents on Ambient Context Illusions