GeoWerkstatt August: Predicting Safe Paths for Autonomous Vehicles

Whether on foot, by bike or by car: if we want to reach our destination without an accident, we need to know the way and, above all, pay attention to what other people and vehicles we encounter are doing. The research project aims to predict multiple future possibilities of agents around autonomous vehicles in order to prevent autonomous vehicles from causing collisions when planning their own paths. This requires a large amount of data to learn a multimodal distribution through a generative model to predict multiple possible future trajectories for each agent.