@article{autoresearchrlperpetualselfevaluatingrei,
  title = {AutoResearch-RL: Perpetual Self-Evaluating Reinforcement Learning Agents for Autonomous Neural Architecture Discovery},
  author = {Nilesh Jain and Rohit Yadav and Sagar Kotian and Claude AI},
  year = {2026},
  eprint = {2603.07300},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.07300},
}