2025
DriveGPT: Scaling Autoregressive Behavior Models for Driving
ICML 2025poster
We present DriveGPT, a scalable behavior model for autonomous driving. We model driving as a sequential decision-making task, and learn a transformer model to predict future agent states as tokens in an autoregressive fashion. We scale up our model parameters and training data by multiple orders of…