ATLAS: Aligned Transport of Latent Structure for Reliable World Model Planning.

arXiv:2609.36333v2 Announce Type: replace-cross Abstract: Latent world models rely on representation geometry for planning, yet regularizing the latent marginal alone does not determine the state-to-state relationships used for action selection. We show that t