Pseudorehearsal in actor-critic agents with neural network function approximation

Vladimir Marochko, Leonard Johard, Manuel Mazzara +1

Catastrophic forgetting has a significant negative impact in reinforcement learning. The purpose of this study is to investigate how pseudorehearsal can change performance of an ac…