SCALE: State-Calibrated Latent Embeddings for JEPA Planning in the Right Geometry

Jiaming Hu, Yan Zheng, Tian Wang

Joint-embedding predictive world models plan by scoring predicted terminal embeddings against a goal embedding using a cost defined on the representation itself. Two prominent stra…