WALT: Learning World-Model-Aligned Latent Trajectories for Autonomous Driving

Mingkai Jia, Jiaxin Guo, Zhijian Shu +5

Driving world models learn rich predictive representations of the surrounding environment from visual observations, yet accurate visual prediction does not necessarily translate in…