Robustness Analysis of Perturbed Gradient Flows for the Linear Quadratic Regulator Problem

The perturbed gradient flow for the linear quadratic regulator (LQR) problem is shown to be small-disturbance input-to-state stable (ISS) under suitable conditions on the objective function.