Learning Model Predictive Control with Error Dynamics Regression for Autonomous Racing

Haoru Xue, Edward L. Zhu, John M. Dolan +1

This work presents a novel Learning Model Predictive Control (LMPC) strategy for autonomous racing at the handling limit that can iteratively explore and learn unknown dynamics in…