A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning

Yuxing Wang, Tiantian Zhang, Yongzhe Chang +3

The integration of Reinforcement Learning (RL) and Evolutionary Algorithms (EAs) aims at simultaneously exploiting the sample efficiency as well as the diversity and robustness of…