AI Learns to Remember: Breakthroughs Overcoming 'Catastrophic Forgetting'

This article highlights exciting progress in addressing 'catastrophic forgetting,' a major hurdle preventing AI from truly learning and evolving. The research explores innovative techniques that could enable AI to retain and build upon past knowledge, moving closer to the capabilities of human engineers. This development promises to enhance AI agents and unlock new levels of performance.

• •'Catastrophic Forgetting' causes AI to forget old knowledge when learning new information.
• •Researchers are developing techniques to allow AI to retain and build upon prior knowledge.
• •Just-In-Time Reinforcement Learning (JitRL) is presented as a method to improve the policy without updating parameters.