WNM-3D: A World Navigation Model with 3D Scene Conditioning for Closed-Loop VLN.

arXiv:2608.07267v3 Announce Type: replace Abstract: Recent vision-language navigation (VLN) systems increasingly adapt pretrained vision-language models (VLMs) into vision-language-action (VLA) policies that map egocentric observations and language instruction