2020
Iterative Semi-parametric Dynamics Model Learning For Autonomous Racing
CoRL 2020
Accurately modeling robot dynamics is crucial to safe and efficient motion control. In this paper, we develop and apply an iterative learning semi-parametric model, with a neural network, to the task of autonomous racing with a Model Predictive Controller (MPC). We present a novel non-linear semi-pa