@article{pedestrianawarellmdrivenbehavioralplanni, title = {Pedestrian-Aware LLM-Driven Behavioral Planning for Autonomous Vehicles}, author = {Aidana Baimbetova and Haruki Yonekura and Hamada Rizk and Hirozumi Yamaguchi}, year = {2026}, eprint = {2605.16858}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.16858}, }