@article{reliablecriticsmonotonicimprovementand,
  title = {Reliable Critics: Monotonic Improvement and Convergence Guarantees for Reinforcement Learning},
  author = {Eshwar S. R. and Gugan Thoppe and Aditya Gopalan and Gal Dalal},
  year = {2025},
  eprint = {2506.07134},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.07134v1},
}