Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks.
A long-term goal of AI is to produce agents that can learn a diversity of skills throughout their lifetimes and continuously improve those Riding Gear skills via experience.A longstanding obstacle towards that goal is catastrophic forgetting, which is when learning new information erases previously learned information.Catastrophic forgetting occurs