Multitask Neuroevolution for Reinforcement Learning with Long and Short Episodes

Nick Zhang, Abhishek Gupta, Zefeng Chen +1

Studies have shown evolution strategies (ES) to be a promising approach for reinforcement learning (RL) with deep neural networks. However, the issue of high sample complexity pers…