Asynchronous Parallel Policy Gradient Methods for the Linear Quadratic Regulator

Xingyu Sha, Feiran Zhao, Keyou You

Learning policies in an asynchronous parallel way is essential to the numerous successes of RL for solving large-scale problems. However, their convergence performance is still not…