Statistics and Samples in Distributional Reinforcement Learning

Mark Rowland, Robert Dadashi, Saurabh Kumar, Rémi Munos, Marc G. Bellemare, Will Dabney. Statistics and Samples in Distributional Reinforcement Learning. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 5528-5536, PMLR, 2019. [doi]

@inproceedings{RowlandDKMBD19,
  title = {Statistics and Samples in Distributional Reinforcement Learning},
  author = {Mark Rowland and Robert Dadashi and Saurabh Kumar and Rémi Munos and Marc G. Bellemare and Will Dabney},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/rowland19a.html},
  researchr = {https://researchr.org/publication/RowlandDKMBD19},
  cites = {0},
  citedby = {0},
  pages = {5528-5536},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}