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When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents

arXiv cs.AI ↗ · 2026-09-12 Cached

This paper proposes an audit protocol for update admission in continual embodied agents, emphasizing the need to balance error control with retained learning opportunities to prevent harmful updates and enable useful learning.

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