multi-horizon-consistency

This paper empirically investigates how multi-horizon latent consistency affects transition geometry in world models, using an expansion proxy on Moving-MNIST, Pendulum, CartPole, and KTH Actions. It finds that soft consistency can push passive video dynamics toward contraction but not action-conditioned domains.