Petrit Rama

Multi-Horizon Lane Change Maneuver Prediction Using Multi-Modal Transformers

Predicting lane change maneuvers is essential for ensuring safe autonomous driving, especially in complex urban environments. Building upon prior multi-modal and graph-based approaches, this work introduces a novel transformer-based architecture for multi-horizon lane change prediction that jointly …