Naive Exploration is Optimal for Online {LQR

Max Simchowitz, Dylan J. Foster. Naive Exploration is Optimal for Online {LQR. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 8937-8948, PMLR, 2020. [doi]

@inproceedings{SimchowitzF20,
  title = {Naive Exploration is Optimal for Online {LQR},
  author = {Max Simchowitz and Dylan J. Foster},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/simchowitz20a.html},
  researchr = {https://researchr.org/publication/SimchowitzF20},
  cites = {0},
  citedby = {0},
  pages = {8937-8948},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}