From Watch to Imagine: Steering Long-horizon Manipulation via Human Demonstration and Future Envisionment

Ke Ye, Jiaming Zhou, Yuanfeng Qiu +4

Generalizing to long-horizon manipulation tasks in a zero-shot setting remains a central challenge in robotics. Current multimodal foundation based approaches, despite their capabi…