Thompson Sampling for Linear-Quadratic Control Problems.

Marc Abeille, Alessandro Lazaric

Abstract: We consider the exploration-exploitation tradeoff in linear quadratic (LQ) control problems, where the state dynamics is linear and the cost function is quadratic in states and controls. We analyze...