Finite-time boundary collision in planar linear quadratic regulator gradient flows
This study investigates if an LQR optimization trajectory can hit a stability boundary in finite time when starting from a fixed point. It establishes exact conditions for this collision by analyzing the gradient flow of the cost function. The result shows that every trajectory either converges to the optimal gain or collides with the boundary, providing a sharp threshold for finite-time behavior.