Self-Activating Neural Ensembles for Continual Reinforcement Learning

Sam Powers, Eliot Xing, Abhinav Gupta

The ability for an agent to continuously learn new skills without catastrophically forgetting existing knowledge is of critical importance for the development of generally intellig…