Parseval Regularization for Continual Reinforcement Learning

Wesley Chung, Lynn Cherif, David Meger +1

Loss of plasticity, trainability loss, and primacy bias have been identified as issues arising when training deep neural networks on sequences of tasks -- all referring to the incr…