Active Exploration in Iterative Gaussian Process Regression for Uncertainty Modeling in Autonomous Racing

Tommaso Benciolini, Chen Tang, Marion Leibold +3

Autonomous racing creates challenging control problems, but Model Predictive Control (MPC) has made promising steps toward solving both the minimum lap-time problem and head-to-hea…