Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning

Andi Nika, Adish Singla, Goran Radanovic. Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 335-358, PMLR, 2023. [doi]

Abstract

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