Policy Gradient Method for LQG Control via Input-Output-History Representation: Convergence to $O(\epsilon )$-Stationary Points

Tomonori Sadamoto, Takashi Tanaka

We study the policy gradient method (PGM) for the linear quadratic Gaussian (LQG) dynamic output-feedback control problem using an input-output-history (IOH) representation of the…