Julian Löchner

Interaction-Aware Probabilistic Behavior Prediction in Urban Environments

Planning for autonomous driving in complex, urban scenarios requires accurate prediction of the trajectories of surrounding traffic participants. Their future behavior depends on their route intentions, the road-geometry, traffic rules and mutual interaction, resulting in interdependencies between t…