Long-term Traffic Simulation via Structured Autoregressive Modeling

Lingyu Xiao, Zexin Feng, Xintao Yan

Interactive traffic simulation is a vital world model for autonomous driving. A central challenge in long-horizon simulation is modeling sustained multi-agent interactions, which i…