Preprint Open access
MomWorld: Momentum-Aware Latent World Model for Long-Horizon Autonomous Driving
Long-horizon planning enables autonomous vehicles to anticipate scene evolution and potential risks, supporting safe and stable decisions in complex interactions. However, existing methods struggle to propagate motion trends from observed history into the future. Long rollouts based on a single latent state may further …