JEPA-x: Cross-Predictive Physics Grounding for Forecastable Latent Dynamics

Kehan Wen, Ziming Li, Siyuan Luo +1

Latent world models plan by predicting how candidate actions advance learned latent dynamics. In self-predictive models, however, the encoder and predictor are optimized jointly an…