Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning

Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar. Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning. IEEE Trans. Control of Network Systems, 9(2):917-929, 2022. [doi]

@article{ChenZGB22,
  title = {Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning},
  author = {Tianyi Chen and Kaiqing Zhang and Georgios B. Giannakis and Tamer Basar},
  year = {2022},
  doi = {10.1109/TCNS.2021.3078100},
  url = {https://doi.org/10.1109/TCNS.2021.3078100},
  researchr = {https://researchr.org/publication/ChenZGB22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Control of Network Systems},
  volume = {9},
  number = {2},
  pages = {917-929},
}