Sample Complexity of Variance-Reduced Policy Gradient: Weaker Assumptions and Lower Bounds

Cite

Text

Paczolay et al. "Sample Complexity of Variance-Reduced Policy Gradient: Weaker Assumptions and Lower Bounds." Machine Learning, 2024. doi:10.1007/S10994-024-06573-4

Markdown

[Paczolay et al. "Sample Complexity of Variance-Reduced Policy Gradient: Weaker Assumptions and Lower Bounds." Machine Learning, 2024.](https://mlanthology.org/mlj/2024/paczolay2024mlj-sample/) doi:10.1007/S10994-024-06573-4

BibTeX

@article{paczolay2024mlj-sample,
  title     = {{Sample Complexity of Variance-Reduced Policy Gradient: Weaker Assumptions and Lower Bounds}},
  author    = {Paczolay, Gabor and Papini, Matteo and Metelli, Alberto Maria and Harmati, István Á. and Restelli, Marcello},
  journal   = {Machine Learning},
  year      = {2024},
  pages     = {6475-6510},
  doi       = {10.1007/S10994-024-06573-4},
  volume    = {113},
  url       = {https://mlanthology.org/mlj/2024/paczolay2024mlj-sample/}
}