Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction

Gen Li 0005, Yuting Wei, Yuejie Chi, Yuantao Gu, Yuxin Chen 0002. Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction. IEEE Transactions on Information Theory, 68(1):448-473, 2022. [doi]

@article{LiWCGC22,
  title = {Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction},
  author = {Gen Li 0005 and Yuting Wei and Yuejie Chi and Yuantao Gu and Yuxin Chen 0002},
  year = {2022},
  doi = {10.1109/TIT.2021.3120096},
  url = {https://doi.org/10.1109/TIT.2021.3120096},
  researchr = {https://researchr.org/publication/LiWCGC22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Theory},
  volume = {68},
  number = {1},
  pages = {448-473},
}