Experience Replay for Continual Learning

David Rolnick, Arun Ahuja, Jonathan Schwarz +2

Continual learning is the problem of learning new tasks or knowledge while protecting old knowledge and ideally generalizing from old experience to learn new tasks faster. Neural n…