Online Model Selection for Reinforcement Learning with Function Approximation

Jonathan N. Lee, Aldo Pacchiano, Vidya Muthukumar, Weihao Kong, Emma Brunskill. Online Model Selection for Reinforcement Learning with Function Approximation. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 3340-3348, PMLR, 2021. [doi]

@inproceedings{LeePMKB21,
  title = {Online Model Selection for Reinforcement Learning with Function Approximation},
  author = {Jonathan N. Lee and Aldo Pacchiano and Vidya Muthukumar and Weihao Kong and Emma Brunskill},
  year = {2021},
  url = {http://proceedings.mlr.press/v130/lee21d.html},
  researchr = {https://researchr.org/publication/LeePMKB21},
  cites = {0},
  citedby = {0},
  pages = {3340-3348},
  booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event},
  editor = {Arindam Banerjee 0001 and Kenji Fukumizu},
  volume = {130},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}