Showing 2024Show all
2 papers · 1 filter
eess.SY2024
Learning Dissipative Chaotic Dynamics with Boundedness Guarantees
Sunbochen Tang, Themistoklis Sapsis, Navid Azizan
Chaotic dynamics, commonly seen in weather systems and fluid turbulence, are characterized by their sensitivity to initial conditions, which makes accurate prediction challenging.…
eess.SY2024
Meta-Learning for Adaptive Control with Automated Mirror Descent
Sunbochen Tang, Haoyuan Sun, Navid Azizan
Adaptive control achieves concurrent parameter learning and stable control under uncertainties that are linearly parameterized with known nonlinear features. Nonetheless, it is oft…