Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information

Yonathan Efroni, Dylan J. Foster, Dipendra Misra, Akshay Krishnamurthy, John Langford 0001. Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information. In Po-Ling Loh, Maxim Raginsky, editors, Conference on Learning Theory, 2-5 July 2022, London, UK. Volume 178 of Proceedings of Machine Learning Research, pages 5062-5127, PMLR, 2022. [doi]

@inproceedings{EfroniFMKL22,
  title = {Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information},
  author = {Yonathan Efroni and Dylan J. Foster and Dipendra Misra and Akshay Krishnamurthy and John Langford 0001},
  year = {2022},
  url = {https://proceedings.mlr.press/v178/efroni22a.html},
  researchr = {https://researchr.org/publication/EfroniFMKL22},
  cites = {0},
  citedby = {0},
  pages = {5062-5127},
  booktitle = {Conference on Learning Theory, 2-5 July 2022, London, UK},
  editor = {Po-Ling Loh and Maxim Raginsky},
  volume = {178},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}