MapNav: A Novel Memory Representation via Annotated Semantic Maps for Vision-and-Language Navigation

Lingfeng Zhang, Xiaoshuai Hao, Qinwen Xu +7

Vision-and-language navigation (VLN) is a key task in Embodied AI, requiring agents to navigate diverse and unseen environments while following natural language instructions. Tradi…