Learning-based Control of Unknown Linear Systems with Thompson Sampling

Yi Ouyang, Mukul Gagrani, Rahul Jain

We propose a Thompson sampling-based learning algorithm for the Linear Quadratic (LQ) control problem with unknown system parameters. The algorithm is called Thompson sampling with…