Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control

Xin-Yang Liu, Jian-Xun Wang

Model-based reinforcement learning (MBRL) is believed to have much higher sample efficiency compared to model-free algorithms by learning a predictive model of the environment. How…