When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents
This story is from 2026-09-12. It is preserved in the archive; the latest stories are on the live feed.
arXiv:2609.10873v1 Announce Type: new Abstract: Independent evaluation can reject harmful policy updates yet also prevent useful continual learning. We argue that update admission must be assessed through both error control and retained learning opportunities at a stated interaction budget. We iden…
Read the full story at arXiv cs.AI ↗
Timeline · 1 report
- 2026-09-12 04:00 · arXiv cs.AI
When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents