Catastrophic Importance of Catastrophic Forgetting

This tackles the challenge of catastrophic forgetting for researchers in neural networks, but it appears incremental as it builds on existing methods without clear breakthroughs.

The paper addresses the problem of catastrophic forgetting in artificial neural networks, proposing a simple model and reinforcement learning applications to explore possibilities after solving this issue, but no concrete results or numbers are provided.