Efficient Continual Adaptation of Pretrained Robotic Policy with Online Meta-Learned Adapters

Ruiqi Zhu, Endong Sun, Guanhe Huang +1

Continual adaptation is essential for general autonomous agents. For example, a household robot pretrained with a repertoire of skills must still adapt to unseen tasks specific to…