Convex Programs and Lyapunov Functions for Reinforcement Learning: A Unified Perspective on the Analysis of Value-Based Methods

Xingang Guo, Bin Hu. Convex Programs and Lyapunov Functions for Reinforcement Learning: A Unified Perspective on the Analysis of Value-Based Methods. In American Control Conference, ACC 2022, Atlanta, GA, USA, June 8-10, 2022. pages 3317-3322, IEEE, 2022. [doi]

@inproceedings{GuoH22-8,
  title = {Convex Programs and Lyapunov Functions for Reinforcement Learning: A Unified Perspective on the Analysis of Value-Based Methods},
  author = {Xingang Guo and Bin Hu},
  year = {2022},
  doi = {10.23919/ACC53348.2022.9867291},
  url = {https://doi.org/10.23919/ACC53348.2022.9867291},
  researchr = {https://researchr.org/publication/GuoH22-8},
  cites = {0},
  citedby = {0},
  pages = {3317-3322},
  booktitle = {American Control Conference, ACC 2022, Atlanta, GA, USA, June 8-10, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-5196-3},
}