Data-driven optimal control via linear programming: boundedness guarantees

Lucia Falconi, Andrea Martinelli, John Lygeros

The linear programming (LP) approach is, together with value iteration and policy iteration, one of the three fundamental methods to solve optimal control problems in a dynamic pro…