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FARM: Reading Failure Signals from the Internal Predictive States of a Frozen Robotic World Model

Pei, Haoran et al.
arXiv (All) · Papers
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robotics
Reliable robot deployment requires online failure monitoring, yet existing monitors mainly derive risk from proxy signals or train dedicated monitoring components. We ask whether the internal predictive states of a frozen pretrained robotic world model already contain directly decodable failure info
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