Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency

Qi Cai, Zhuoran Yang, Zhaoran Wang. Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 2485-2522, PMLR, 2022. [doi]

@inproceedings{CaiYW22,
  title = {Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency},
  author = {Qi Cai and Zhuoran Yang and Zhaoran Wang},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/cai22c.html},
  researchr = {https://researchr.org/publication/CaiYW22},
  cites = {0},
  citedby = {0},
  pages = {2485-2522},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}