PROSPECT: Unified Streaming Vision-Language Navigation via Semantic--Spatial Fusion and Latent Predictive Representation

Researchers propose PROSPECT, a new AI system that combines semantic understanding with spatial modeling for improved Vision-Language Navigation. The system uses streaming 3D spatial encoding and predictive representation learning to achieve state-of-the-art performance in robot navigation tasks.