Overcoming slow Kolmogorov width decay in parametric optimal control via neural network surrogates

Hendrik Kleikamp, Martin Lazar, Juan Ricardo Muñoz

In this paper we deal with parametric, linear-quadratic optimal control problems in which the solution can be uniquely characterized by the optimal final time adjoint state. As a m…