An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods

Yanli Liu 0003, Kaiqing Zhang, Tamer Basar, Wotao Yin. An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods. 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{LiuZBY20-0,
  title = {An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods},
  author = {Yanli Liu 0003 and Kaiqing Zhang and Tamer Basar and Wotao Yin},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/56577889b3c1cd083b6d7b32d32f99d5-Abstract.html},
  researchr = {https://researchr.org/publication/LiuZBY20-0},
  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},
}