Plans Are Not Executions: Adapting Frozen World-Model Planners to Controller-Induced Execution Shift

Danqi Zhao, Keyu Chen, Wenchao Sun +6

World-model planners evaluate candidate trajectories by predicting their future consequences, implicitly relying on the plan-to-motion relationship learned during training. At depl…