Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks

Roby Velez, Jeff Clune

A long-term goal of AI is to produce agents that can learn a diversity of skills throughout their lifetimes and continuously improve those skills via experience. A longstanding obs…