Abstract: Abstract. In this paper, we present a reduced-order model-based reinforcement learning method, leveraging the iterative linear quadratic regulator (ILQR) algorithm for the optimal control of nonlinear partial differential ...

Abstract: In this paper, we consider the optimal control of material microstructures. Such material microstructures are modeled by the so-called phase-field model. We study the underlying physical structure of the model and propose ...