Beyond Static Graph World Models: Learning Stochastic Latent Dynamics over Evolving Topologies

Alex Schutz, Nick Hawes, Victor-Alexandru Darvariu

Graph-based world models have recently emerged as a means of learning transitions over relational state representations. However, existing approaches are largely limited to fixed-t…