Conceptmulti-step rollout
Multi-Step Rollout
A technique in which a model repeatedly feeds its own predictions back as the next input to autoregressively unfold multi-step predictions in latent space. It is necessary for long-horizon planning but suffers from error accumulation.
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Oct 28
Multi-step rollout means the model repeatedly feeds its own predictions back as the input for the next step, autoregressively unrolling several steps in latent space; it is a necessary capability for long-horizon planning but also the area where error accumulation is most severe.
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