What Drives Success in Physical Planning with Joint-Embedding Predictive World Models?

In three linesSystematic study of JEPA world models for physical planning. Authors characterize technical choices (architecture, training objective, planning algorithm) and propose a model outperforming DINO-WM and V-JEPA-2-AC on navigation and manipulation tasks. Code, data and checkpoints released.

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