Latent world-model rollouts exhibit an attractor effect that makes ensemble uncertainty underestimate compounding rollout error and overestimate rewards.
Towards an interpretable latent space in structured models for video prediction
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Biased Dreams: Limitations to Epistemic Uncertainty Quantification in Latent Dynamics Models
Latent world-model rollouts exhibit an attractor effect that makes ensemble uncertainty underestimate compounding rollout error and overestimate rewards.