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Oct, 2023
组合多臂赌博机上的对抗性攻击
Adversarial Attacks on Combinatorial Multi-Armed Bandits
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Rishab Balasubramanian, Jiawei Li, Prasad Tadepalli, Huazheng Wang, Qingyun Wu...
TL;DR
研究了组合多臂赌博机上的奖励污染攻击，提供了攻击条件和攻击算法，并验证了理论结果通过实验。
Abstract
We study
reward poisoning attacks
on
combinatorial multi-armed bandits
(CMAB). We first provide a sufficient and necessary condition for the
atta
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