Center for Autonomy, The University of Texas at Austin
Neural SDE;Physics-Informed Learning;Data-Driven Modeling;Dynamical Systems;Control;Model-Based Reinforcement Learning
How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations