Does Peer Observation Help? Vision-Sharing Collaboration for Vision-Language Navigation
The study introduced Co-VLN, a framework where agents sharing observations from previously visited locations can benefit Vision-Language Navigation (VLN). By detecting spatial overlap between agents' explored areas and exchanging structured memory, vision-sharing significantly improves performance on both learning-based and zero-shot navigation models.