Regret Analysis of Learning-Based Linear Quadratic Gaussian Control with Additive Exploration

Archith Athrey, Othmane Mazhar, Meichen Guo +2

In this paper, we analyze the regret incurred by a computationally efficient exploration strategy, known as naive exploration, for controlling unknown partially observable systems…