Topic: admission

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Saturday, September 12, 2026

research35

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

The study argues that while independent evaluation is crucial to rejecting harmful updates, it should not hinder the continual learning process for embodied agents. It suggests assessing update admission based on both error control and preserving learning opportunities within a set interaction limit.

arxiv.org

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