Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning

30 May 2022

Papers citing "Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning"

4 / 4 papers shown

Title
A Reminder of its Brittleness: Language Reward Shaping May Hinder Learning for Instruction Following Agents Sukai Huang N. Lipovetzky Trevor Cohn 17 2 0 26 May 2023
Black-Box Targeted Reward Poisoning Attack Against Online Deep Reinforcement Learning Yinglun Xu Gagandeep Singh OffRL AAML 19 2 0 18 May 2023
Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments Amin Rakhsha Xuezhou Zhang Xiaojin Zhu Adish Singla AAML OffRL 29 37 0 16 Feb 2021
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary Huan Zhang Hongge Chen Duane S. Boning Cho-Jui Hsieh 59 162 0 21 Jan 2021