Adapt for Planning, Not just Prediction: Optimistic Test-Time World Model Adaptation.

arXiv:2610.35636v1 Announce Type: cross Abstract: Latent world models are typically pre-trained offline and kept frozen at test time, so planning with them can degrade under distribution shift. Test-time adaptation (TTA) can mitigate this degradation by updati