BeliefGraph-JEPA: Structured Latent World Models for Action-Conditioned Time Series
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. Direct conditioning leaves the evolution and target-specific influence of these effects implicit in the predic...
Yue Li, Kang-Qi Ni, Zhen Tan et al.
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