Tail-Constraining Stochastic Linear-Quadratic Control: Large Deviation and Statistical Physics Approach

Michael Chertkov, Igor Kolokolov, Vladimir Lebedev

Standard definition of the stochastic Risk-Sensitive Linear-Quadratic (RS-LQ) control depends on the risk parameter, which is normally left to be set exogenously. We reconsider the…