BeliefGraph-JEPA: Structured Latent World Models for Action-Conditioned Time Series.

arXiv:2610.05409v1 Announce Type: cross Abstract: Action-conditioned time-series forecasting requires accounting for how future actions and exogenous forcings influence multiple targets through partially observed effects with different delays and persistence.