This project area focuses on predicting the future motion of traffic participants (vehicles, cyclists, pedestrians) for autonomous driving.

Focus

• Multi-agent motion forecasting with interaction-aware modeling.
• Generative forecasting (e.g., flow-based / diffusion-style approaches) for multimodal futures.
• Practical emphasis: metrics, calibration, and robustness for downstream planning.