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Baian Chen

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نسخة أولية وصول مفتوح

DeepJEPA: Scaling World Models from Within

Zijian Jin, Yunbei Zhang, Yuanzhe Liu وآخرون · 2026

World-model planners typically scale outward by rolling farther, sampling more trajectories, or optimizing longer, while assigning the same computation to every imagined transition. We show that making every transition uniformly deeper wastes computation and can degrade planning because useful refinement is concentrate …

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