Valueguided Action Planning With Jepa World Models

Yann LeCun

paper · 2025-12-28

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“Building deep learning models that can reason about their environment requires capturing its underlying dynamics. Joint-Embedded Predictive Architectures (JEPA) provide a promising framework to model such dynamics by learning representations and predictors through a self-supervised prediction objective.”