Shedding Light on VLN Robustness: A Black-box Framework for Indoor Lighting-based Adversarial Attack

Chenyang Li, Wenbing Tang, Yihao Huang +4

Vision-and-Language Navigation (VLN) agents have made remarkable progress, but their robustness remains insufficiently studied. Existing adversarial evaluations often rely on pertu…