ImagiNav: Scalable Embodied Navigation via Generative Visual Prediction and Inverse Dynamics
ImagiNav is a modular framework that lets robots navigate open worlds using natural language by generating future egocentric videos conditioned on instructions and interpreting them geometrically. It works by combining semantic reasoning, visual imagination for video synthesis, and inverse dynamics to plan robot movements without needing explicit robot action labels.