Data-Efficient Model Learning for Control with Jacobian-Regularized Dynamic-Mode Decomposition}

Brian E. Jackson, Jeong Hun Lee, Kevin Tracy +1

We present a data-efficient algorithm for learning models for model-predictive control (MPC). Our approach, Jacobian-Regularized Dynamic-Mode Decomposition (JDMD), offers improved…