Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks

Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks

25 October 2024

Gagandeep Singh

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Papers citing "Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks"

12 / 12 papers shown

Title
A Model Selection Approach for Corruption Robust Reinforcement Learning Chen-Yu Wei Christoph Dann Julian Zimmert 156 45 0 31 Dec 2024
Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes Jiafan He Heyang Zhao Dongruo Zhou Quanquan Gu OffRL 116 55 0 12 Dec 2022
Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions Jiafan He Dongruo Zhou Tong Zhang Quanquan Gu 100 48 0 13 May 2022
Linear Contextual Bandits with Adversarial Corruptions Heyang Zhao Dongruo Zhou Quanquan Gu AAML 88 24 0 25 Oct 2021
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks Qin Ding Cho-Jui Hsieh James Sharpnack AAML 66 33 0 05 Jun 2021
Stochastic Multi-Armed Bandits with Unrestricted Delay Distributions Tal Lancewicki Shahar Segal Tomer Koren Yishay Mansour 55 41 0 04 Jun 2021
Robust Policy Gradient against Strong Data Corruption Xuezhou Zhang Yiding Chen Xiaojin Zhu Wen Sun AAML 90 39 0 11 Feb 2021
Adversarial Attacks on Linear Contextual Bandits Evrard Garcelon Baptiste Roziere Laurent Meunier Jean Tarbouriech O. Teytaud A. Lazaric Matteo Pirotta AAML 40 50 0 10 Feb 2020
Data Poisoning Attacks on Stochastic Bandits Fang Liu Ness B. Shroff AAML 70 101 0 16 May 2019
Better Algorithms for Stochastic Bandits with Adversarial Corruptions Anupam Gupta Tomer Koren Kunal Talwar AAML 125 152 0 22 Feb 2019
Adversarial Attacks on Stochastic Bandits Kwang-Sung Jun Lihong Li Yuzhe Ma Xiaojin Zhu AAML 366 124 0 29 Oct 2018
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 204 1,006 0 15 Sep 2012