Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action Space

Qianmei Liu, Yufei Kuang, Jie Wang

Deep reinforcement learning (DRL) algorithms can suffer from modeling errors between the simulation and the real world. Many studies use adversarial learning to generate perturbati…