GuidedNav: Shaping Vision-Language Navigation Representations through Pre-action Attention and Spatial Guidance

Jingyu Guo, Jiaxin Huang, Chengxing Lin +6

Vision-and-language navigation (VLN) requires an agent to track progress through an extended instruction, identify landmarks relevant to its current objective, and understand the s…