Enabling surrogate-assisted evolutionary reinforcement learning via policy embedding

Lan Tang, Xiaxi Li, Jinyuan Zhang +3

Evolutionary Reinforcement Learning (ERL) that applying Evolutionary Algorithms (EAs) to optimize the weight parameters of Deep Neural Network (DNN) based policies has been widely…