AIBullisharXiv โ CS AI ยท 7h ago6/10
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Red-Teaming Vision-Language-Action Models via Quality Diversity Prompt Generation for Robust Robot Policies
Researchers developed Q-DIG, a red-teaming method that uses Quality Diversity techniques to identify diverse language instruction failures in Vision-Language-Action models for robotics. The approach generates adversarial prompts that expose vulnerabilities in robot behavior and improves task success rates when used for fine-tuning.