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School of Vehicle and Mobility , Tsinghua University , Beijing , China, Affiliation:
Tsinghua AI1
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A frozen world-model planner's performance can be drastically improved by adapting its latent rollouts to controller-induced execution shifts, rather than directly substituting predicted trajectories.