Yongliang Jiang

M$^3$E: Continual Vision-and-Language Navigation via Mixture of Macro and Micro Experts

Vision-and-Language Navigation (VLN) agents have shown strong capabilities in following natural language instructions. However, they often struggle to generalize across environments due to catastrophic forgetting, which limits their practical use in real-world settings where agents must continually…