Bounding the Error of Value Functions in Sobolev Norm Yields Bounds on Suboptimality of Controller Performance

Morgan Jones, Matthew Peet

Optimal feedback controllers for nonlinear systems can be derived by solving the Hamilton-Jacobi-Bellman (HJB) equation. However, because the HJB equation is a nonlinear partial di…