Distributed Policy Gradient for Linear Quadratic Networked Control with Limited Communication Range

Yuzi Yan, Yuan Shen

This paper proposes a scalable distributed policy gradient method and proves its convergence to near-optimal solution in multi-agent linear quadratic networked systems. The agents…