Pedestrian-Aware LLM-Driven Behavioral Planning for Autonomous Vehicles

Aidana Baimbetova, Haruki Yonekura, Hamada Rizk +1

Autonomous Vehicles (AVs) must make reliable decisions in dense urban environments where pedestrian behavior is variable, sometimes abnormal, and often unseen during training. Rein…