Yongqian Xiao

DDK: A Deep Koopman Approach for Longitudinal and Lateral Control of Autonomous Ground Vehicles

Autonomous driving has attracted lots of attention in recent years. For some tasks, e.g., trajectory prediction, motion planning, and trajectory tracking, an accurate vehicle model can reduce the difficulty of these tasks and improve task completion performance. Prior works focused on parameter esti…