Koopman Dreamer: Spectrally Constrained Latent Dynamics for Stable World-Model Imagination

Jiaqi Li, Xinglong Zhang, Haibin Xie +3

Latent world models improve sample efficiency in continuous control by optimizing policies over imagined latent trajectories, but common neural transitions offer limited direct con…