Unsupervised Anomaly Detection in Multi-Agent Trajectory Prediction via Transformer-Based Models

Qing Lyu, Zhe Fu, Alexandre Bayen

Identifying safety-critical scenarios is essential for autonomous driving, but the rarity of such events makes supervised labeling impractical. Traditional rule-based metrics like…