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. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{0005WCG020,
  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 = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/4eab60e55fe4c7dd567a0be28016bff3-Abstract.html},
  researchr = {https://researchr.org/publication/0005WCG020},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}