Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation

Christoph Dann, Yishay Mansour, Mehryar Mohri, Ayush Sekhari, Karthik Sridharan. Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation. 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 4666-4689, PMLR, 2022. [doi]

@inproceedings{DannMMSS22,
  title = {Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation},
  author = {Christoph Dann and Yishay Mansour and Mehryar Mohri and Ayush Sekhari and Karthik Sridharan},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/dann22a.html},
  researchr = {https://researchr.org/publication/DannMMSS22},
  cites = {0},
  citedby = {0},
  pages = {4666-4689},
  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},
}