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

arXiv:2602.20119v2 Announce Type: replace-cross Abstract: Solving complex long-horizon robotic tasks requires joint reasoning over abstract task structure and low-level physical interaction. While combining Vision-Language Models (VLMs) and video generation mo