World-Model-Grounded LLM Planning for AUV and ASV Navigation Near Offshore Wind Farms
A Vision language model (VLM)-assisted semantic-mapping pipeline is demonstrated that extracts obstacles and environmental context from satellite imagery, nautical charts, and forecast Application Programming Interface (API) instead of onboard sensors, reaching 96% navigability accuracy as a drop-in replacement for han...