Learning New Tasks via Reusable Skills: Skill-Compositional Experts for Embodied Continual Learning

Shuaike Zhang, Shaokun Wang, Haoyu Tang +2

Embodied Continual Learning (ECL) aims to enable robots to continually acquire new manipulation tasks while retaining previously learned behaviors under closed-loop control. Compar…