Evolution-Guided Policy Gradient in Reinforcement Learning

Shauharda Khadka, Kagan Tumer

Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging control tasks. However, these methods typically suffer from three core difficu…