@article{learningdirectcontrolpolicieswithflowmat, title = {Learning Direct Control Policies with Flow Matching for Autonomous Driving}, author = {Marcello Ceresini and Federico Pirazzoli and Andrea Bertogalli and Lorenzo Cipelli and Filippo D'Addeo and Anthony Dell'Eva and Alessandro Paolo Capasso and Alberto Broggi}, year = {2026}, eprint = {2605.14832}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.14832}, }