Bilinear Classes: A Structural Framework for Provable Generalization in RL

Simon S. Du, Sham M. Kakade, Jason D. Lee, Shachar Lovett, Gaurav Mahajan, Wen Sun, Ruosong Wang. Bilinear Classes: A Structural Framework for Provable Generalization in RL. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 2826-2836, PMLR, 2021. [doi]

@inproceedings{DuKLLMSW21,
  title = {Bilinear Classes: A Structural Framework for Provable Generalization in RL},
  author = {Simon S. Du and Sham M. Kakade and Jason D. Lee and Shachar Lovett and Gaurav Mahajan and Wen Sun and Ruosong Wang},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/du21a.html},
  researchr = {https://researchr.org/publication/DuKLLMSW21},
  cites = {0},
  citedby = {0},
  pages = {2826-2836},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}