Learning How to Autonomously Race a Car: A Predictive Control Approach
Learning How to Autonomously Race a Car: A Predictive Control Approach
We present a learning model predictive controller (LMPC) for autonomous racing. We model the autonomous racing problem as a minimum time iterative control task, where an iteration corresponds to a lap. The system trajectory and input sequence of each lap are stored and used to systematically update the controller for …