Artificial Intelligence #artificial intelligence#ai
Adaptive Memory Crystallization: New AI Architecture Slashes Forgetting by 80% While Boosting Knowledge Transfer by 43%
Researchers have developed Adaptive Memory Crystallization (AMC), a memory architecture for autonomous AI agents that solves the catastrophic forgetting problem in dynamic environments. In tests on Meta-World MT50, Atari, and MuJoCo, AMC improved forward transfer by 34-43% over the strongest baseline, reduced forgetting by 67-80%, and cut memory footprint by 62%.
Jun 16, 2026 1 source