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]

Abstract

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