Originally designed to address static polynomial optimization problems, the Moment-SOS hierarchies have been extended to optimal control problems whose description (vector field, and state/control constraints) is done through polynomials (and even semi-algebraic functions).

We are now investigating similar extensions to stochastic polynomial optimal control and control of systems described by non-linear partial differential equations arXiv:1807.02306, arXiv:1804.07565