Yash Kini

NeuroSynth: A Biologically Inspired Continual Reinforcement Learning Architecture for Mitigating Catastrophic Forgetting

NeuroSynth, a brain-inspired continual reinforcement learning architecture designed to mitigate catastrophic forgetting through a dual-pathway consolidation mechanism, is introduced and it is suggested that biologically inspired consolidation mechanisms may improve the stability-plasticity balance in continual reinforc...