A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation

Pan Xu 0002, Quanquan Gu. A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation. 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 10555-10565, PMLR, 2020. [doi]

@inproceedings{0002G20-1,
  title = {A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation},
  author = {Pan Xu 0002 and Quanquan Gu},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/xu20c.html},
  researchr = {https://researchr.org/publication/0002G20-1},
  cites = {0},
  citedby = {0},
  pages = {10555-10565},
  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},
}