Oya Çeliktutan

Efficient Continual Imitation Learning With Online Meta-Adapters

Continual adaptation is essential for general autonomous agents. For example, a household robot pretrained with a repertoire of skills must still learn and adapt to unseen tasks specific to each household. However, prior works mainly emphasize either effective pretraining of models for decision-maki