A game representation for state constrained linear regulator problems

Abstract

A supremum-of-quadratics representation for a class of convex barrier-type constraints is developed and applied in a class of continuous time state constrained linear regulator problems. Using this representation, it is shown that any linear regulator problem constrained by such a convex barrier-type constraint can be equivalently formulated as an unconstrained two player linear quadratic game.