Reperesentation Geometry Matters for Planning with JEPA World Models

Jiaming Hu, Yan Zheng, Shi Bo +9

Joint-embedding predictive world models support planning through latent predictions, but unconstrained joint training can collapse distinct observations to identical embeddings. Tw…