The pervasive problem of artificial neural networks losing plasticity in continual-learning settings is demonstrated and a simple solution called the continual backpropagation algorithm is described to prevent this issue.
- Shibhansh Dohare
- J. Fernando Hernandez-Garcia
- Richard S. Sutton