@article{machinecoachedpolicyrevisioninadaptiveag,
  title = {Machine-Coached Policy Revision in Adaptive Agent-Based Regulatory Simulation: A Controller-Level Contestability Layer},
  author = {Roberto Garrone},
  year = {2026},
  eprint = {2606.20700},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.20700},
}