Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles

Aditya Modi 0002, Nan Jiang, Ambuj Tewari, Satinder P. Singh. Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 2010-2020, PMLR, 2020. [doi]

@inproceedings{0002JTS20,
  title = {Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles},
  author = {Aditya Modi 0002 and Nan Jiang and Ambuj Tewari and Satinder P. Singh},
  year = {2020},
  url = {http://proceedings.mlr.press/v108/modi20a.html},
  researchr = {https://researchr.org/publication/0002JTS20},
  cites = {0},
  citedby = {0},
  pages = {2010-2020},
  booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  editor = {Silvia Chiappa and Roberto Calandra},
  volume = {108},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}