Catastrophic forgetting as a dynamical phenomenon: Understanding parameter evolution under sequential task exposure
Catastrophic forgetting occurs when performance on previously learned tasks deteriorates during sequential training. We examine whether the temporal organization of task exposure influences forgetting and whether properties of the schedule generator predict learning outcomes. Sequential learning is formulated as a forc...