3 papers
math.OC2024
Trim turnpikes for optimal control problems with symmetries
Kathrin Flaßkamp, Sofya Maslovskaya, Sina Ober-Blöbaum +1
Motivated by mechanical systems with symmetries, we focus on optimal control problems possessing symmetries. Following recent works, which generalized the classical concept of stat…
math.OC2024
Inverse optimal control problem in the non autonomous linear-quadratic case
Frédéric Jean, Sofya Maslovskaya
Inverse optimal control problem emerges in different practical applications, where the goal is to design a cost function in order to approximate given optimal strategies of an expe…
math.NA2024
Symplectic Methods in Deep Learning
Sofya Maslovskaya, Sina Ober-Blöbaum
Deep learning is widely used in tasks including image recognition and generation, in learning dynamical systems from data and many more. It is important to construct learning archi…