A multi-level patch-instance-zone 3D representation model with a hierarchical dynamic online update strategy for embodied navigation.

STRIDER is a framework for zero-shot VLN-CE, featuring a SWG to constrain action space with spatial structure, and a TAR to adjust behavior based on task progress, helping agents align actions with spatial layout and task intent.