RiverVLN: Phase-Grounded Temporal Vision--Language Navigation for Unmanned Surface Vehicles.

arXiv:2609.23423v1 Announce Type: cross Abstract: Vision-language navigation (VLN) has largely been developed for indoor and terrestrial robots, where language can often be treated as a static goal and motion is approximated by discrete or near-instantaneous a