Non-stationarity Detection in Model-Free Reinforcement Learning via Value Function Monitoring

Maryem Hussein, Marwa Keshk, Aya Hussein. Non-stationarity Detection in Model-Free Reinforcement Learning via Value Function Monitoring. In Tongliang Liu, Geoff Webb, Lin Yue, Dadong Wang, editors, AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part II. Volume 14472 of Lecture Notes in Computer Science, pages 350-362, Springer, 2023. [doi]

@inproceedings{HusseinKH23,
  title = {Non-stationarity Detection in Model-Free Reinforcement Learning via Value Function Monitoring},
  author = {Maryem Hussein and Marwa Keshk and Aya Hussein},
  year = {2023},
  doi = {10.1007/978-981-99-8391-9_28},
  url = {https://doi.org/10.1007/978-981-99-8391-9_28},
  researchr = {https://researchr.org/publication/HusseinKH23},
  cites = {0},
  citedby = {0},
  pages = {350-362},
  booktitle = {AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part II},
  editor = {Tongliang Liu and Geoff Webb and Lin Yue and Dadong Wang},
  volume = {14472},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-981-99-8391-9},
}