Learning Stabilizable Nonlinear Dynamics with Contraction-Based Regularization

Sumeet Singh, Spencer M. Richards, Vikas Sindhwani +2

We propose a novel framework for learning stabilizable nonlinear dynamical systems for continuous control tasks in robotics. The key contribution is a control-theoretic regularizer…