Few-Shot Continual Active Learning by a Robot

Ali Ayub, Carter Fendley

In this paper, we consider a challenging but realistic continual learning (CL) problem, Few-Shot Continual Active Learning (FoCAL), where a CL agent is provided with unlabeled data…