PH-Dreamer: A Physics-Driven World Model via Port-Hamiltonian Generative Dynamics

Xueyu Luan, Chenwei Shi

World models built on recurrent state space architectures enable efficient latent imagination, yet remain physically unstructured, producing dynamics that violate conservation and…