Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning

Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu 0001, Adish Singla. Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 7974-7984, PMLR, 2020. [doi]

Abstract

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