NovaPlan: Zero-Shot Long-Horizon Manipulation via Closed-Loop Video Language Planning

Jiahui Fu, Junyu Nan, Lingfeng Sun +5

Solving long-horizon tasks requires robots to integrate high-level semantic reasoning with low-level physical interaction. While vision-language models (VLMs) and video generation…