Zero-WAM: In-Context World-Action Modeling from Human Videos for Open-Ended Task Generalization

Jiaming Zhou, Qihang Zhang, Gangwei Xu +9

Zero-shot cross-task generalization, where a policy must execute manipulation tasks never seen during training, remains a central challenge in robot learning. In large language mod…