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

@misc{ma2026when,
  title = {When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents},
  author = {Qin-Zhen Ma and Rui-Hai Wu},
  year = {2026},
  eprint = {2609.10873},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.10873},
}