Mario Ruoff

Learning Location-Specific Latent Behavior Priors for Occupancy Prediction in Automated Driving

Performance in automated driving tasks improves significantly with the incorporation of location-specific prior knowledge. This is because agent behavior usually strongly correlates with location features. A common example is the strong tendency of vehicles to follow their lane, but less obvious int…