Defending Observation Attacks in Deep Reinforcement Learning via Detection and Denoising

Zikang Xiong, Joe Eappen, He Zhu 0001, Suresh Jagannathan. Defending Observation Attacks in Deep Reinforcement Learning via Detection and Denoising. In Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part III. Volume 13715 of Lecture Notes in Computer Science, pages 235-250, Springer, 2022. [doi]

Abstract

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