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Anton Demasles

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#artificial intelligence Preprint Sep 2026

World Models for Cross-Machine CNC Transfer under Partial Sensor Overlap

This study asks whether a command-conditioned latent world model, trained to predict future representations of the process rather than to reconstruct future samples, keeps its value on a machine it has never seen: a source CNC machine exposes 17 sensor channels, the target sharing 10 of those.

A. Bouaziz, Matthieu Joseph Paul Ostertag, Anton Demasles · 0 citations

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