EpicWorldModel: Exploration-driven Planning with Latent World Models

Bowen Feng, Julian Ost, May Mei +2

Latent world models based on Joint-Embedding Predictive Architecture (JEPA) are deterministic by design. While successful in fully observable scenarios, this paradigm breaks down w…