Policy Gradient Adaptive Control for the LQR: Indirect and Direct Approaches

Feiran Zhao, Alessandro Chiuso, Florian Dörfler

Motivated by recent advances of reinforcement learning and direct data-driven control, we propose policy gradient adaptive control (PGAC) for the linear quadratic regulator (LQR),…