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math.OC2023★ 1 cited
Stochastic optimal control in Hilbert spaces: regularity of the value function and optimal synthesis via viscosity solutions
Filippo de Feo, Andrzej Święch, Lukas Wessels
We study optimal control problems governed by abstract infinite dimensional stochastic differential equations using the dynamic programming approach. In the first part, we prove Li…
math.PR2023
Semilinear Feynman-Kac Formulae for -Continuous Viscosity Solutions
Lukas Wessels
We prove the existence of a -continuous viscosity solution for a class of infinite dimensional semilinear partial differential equations (PDEs) using probabilistic methods. Our…
math.OC2023★ 3 cited
Neural Network Approximation of Optimal Controls for Stochastic Reaction-Diffusion Equations
Wilhelm Stannat, Alexander Vogler, Lukas Wessels
We present a numerical algorithm that allows the approximation of optimal controls for stochastic reaction-diffusion equations with additive noise by first reducing the problem to…