Continual Reinforcement Learning with Complex Synapses

Christos Kaplanis, Murray Shanahan, Claudia Clopath

Abstract: Unlike humans, who are capable of continual learning over their lifetimes, artificial neural networks have long been known to suffer from a phenomenon known as catastrophic forgetting, whereby new ...