Hao-Yu Li

GRAVA: Grounded Reasoning-to-Action Representation and Learning for Autonomous Driving

GRAVA-8B achieves state-of-the-art performance among purely autoregressive driving models on the full NAVSIM benchmark, and results show the benefit of preserving action-relevant physical evidence from grounded reasoning through executable action generation.