Bridging Continuous-time LQR and Reinforcement Learning via Gradient Flow of the Bellman Error

Armin Gießler, Albertus Johannes Malan, Sören Hohmann

In this paper, we present a novel method for computing the optimal feedback gain of the infinite-horizon Linear Quadratic Regulator (LQR) problem via an ordinary differential equat…