Scalar Federated Learning for Linear Quadratic Regulator

Mohammadreza Rostami, Shahriar Talebi, Solmaz S. Kia

We propose ScalarFedLQR, a communication-efficient federated algorithm for model-free learning of a common policy in linear quadratic regulator (LQR) control of heterogeneous agent…