Order-Consistent Latent Geometry for Reliable Short-Horizon Planning in World Models
To the best of the knowledge, this work is the first to identify self-approachingness as a planner-facing compatibility condition for terminal Euclidean latent planning and to connect its violation to an exact finite-horizon candidate-order reversal.
Junlin Wu, Wen Fan, Dan-Dan Zhang
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