DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation

Summary

DreamFly improves aerial drone navigation by combining three key techniques: a causal memory system that uses only past observations to avoid information leakage, a receding-horizon planning approach that predicts multiple future actions but executes one at a time, and explicit stop detection from action predictions.