We are authors of a new paper in the prestigious international scientific journal Journal of Process Control:

Ján Drgoňa - Karol Kiš - Aaron Tuor - Draguna Vrabiea - Martin Klaučo: Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems

The paper presents a data-driven differentiable parametric optimization approach to the optimal control problem. The publisher Elsevier provides open access to new research articles for 50 days to help share the current results.