Yan-Tai Yang

Exploring the Limits of Combinatorial Generalization in Embodied Manipulation

In embodied manipulation, Vision Language Action (VLA) models can execute atomic skills, but long-horizon manipulation requires recombining these skills without demonstrations for every skill combination. The full instruction route treats skill chaining as long-horizon imitation. In a controlled study, full instruction...