Shengjin Wang*

Risk-Aware Self-Consistent Imitation Learning for Trajectory Planning in Autonomous Driving

"Planning for the ego vehicle is the ultimate goal of autono-mous driving. Although deep learning-based methods have been widely applied to predict future trajectories of other agents in traffic scenes, directly using them to plan for the ego vehicle is often unsatisfactory. This is due to misaligne…