Tianxing Liu

Evolutionary Action Selection for Gradient-based Policy Learning

2022 · arXiv (Cornell University)

Evolutionary Algorithms (EAs) and Deep Reinforcement Learning (DRL) have recently been integrated to take the advantage of the both methods for better exploration and exploitation.The evolutionary part in these hybrid methods maintains a population of …