Regret Analysis of Policy Optimization over Submanifolds for Linearly Constrained Online LQG

Ting-Jui Chang, Shahin Shahrampour

Recent advancement in online optimization and control has provided novel tools to study online linear quadratic regulator (LQR) problems, where cost matrices are time-varying and u…