Post-Training and Test-Time Scaling of Generative Agent Behavior Models for Interactive Autonomous Driving. - Hyunki Seong; Jeong-Kyun Lee; Heesoo Myeong; Yongho Shin; Hyun-Mook Cho; Duck Hoon Kim; Pranav Desai; Monu Surana (CoRR, 2025)