Peng-Yu Wang

High-value multi-vehicle scenario generation for autonomous driving testing using a fine-tuned generative transformer

Rare but high-risk multi-vehicle interactions are essential for evaluating the safety boundaries of autonomous driving systems, yet are difficult to cover efficiently through naturalistic replay, single-agent perturbation or manual parameter combinations. This study develops a high-value multi-vehicle scenario generati...