Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning

Yuheng Lei, Sitong Mao, Shunbo Zhou +3

A generalist agent must continuously learn and adapt throughout its lifetime, achieving efficient forward transfer while minimizing catastrophic forgetting. Previous work within th…