Before We Adapt: The Zero-Shot Generalization Bottleneck in Continual World Models

arXiv:2610.41041 · cs.LG · Submitted 2026-10-29 · Read on arXiv

cs.LG

Submitted: 2026-10-29

Updated: 2026-10-29

Terminology

• Generalization — 1× in this paper · explained in 14 episodes
• World Model — 1× in this paper · explained in 8 episodes
• Zero-Shot Generalization — 1× in this paper · explained in 6 episodes

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