Learning Decentralized Linear Quadratic Regulators with $\sqrt{T}$ Regret

Lintao Ye, Ming Chi, Ruiquan Liao +1

We propose an online learning algorithm that adaptively designs a decentralized linear quadratic regulator when the system model is unknown a priori and new data samples from a sin…