@article{augmentedreinforcementlearningframeworkf,
  title = {Augmented Reinforcement Learning Framework For Enhancing Decision-Making In Machine Learning Models Using External Agents},
  author = {Sandesh Kumar Singh},
  year = {2025},
  eprint = {2508.01612},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.01612},
}