Improved Corruption Robust Algorithms for Episodic Reinforcement Learning

13 February 2021

Papers citing "Improved Corruption Robust Algorithms for Episodic Reinforcement Learning"

18 / 18 papers shown

Title
A Model Selection Approach for Corruption Robust Reinforcement Learning Chen-Yu Wei Christoph Dann Julian Zimmert 80 44 0 31 Dec 2024
MetaCURL: Non-stationary Concave Utility Reinforcement Learning B. Moreno Margaux Brégère Pierre Gaillard Nadia Oudjane OffRL 35 0 0 30 May 2024
Corruption Robust Offline Reinforcement Learning with Human Feedback Debmalya Mandal Andi Nika Parameswaran Kamalaruban Adish Singla Goran Radanović OffRL 28 8 0 09 Feb 2024
Camouflage Adversarial Attacks on Multiple Agent Systems Ziqing Lu Guanlin Liu Lifeng Lai Weiyu Xu AAML 18 1 0 30 Jan 2024
Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems Ziqing Lu Guanlin Liu Lifeng Lai Weiyu Xu AAML 24 1 0 01 Nov 2023
Corruption-Robust Lipschitz Contextual Search Shiliang Zuo 11 1 0 26 Jul 2023
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning Guanlin Liu Lifeng Lai AAML 33 6 0 15 Jul 2023
Policy Resilience to Environment Poisoning Attacks on Reinforcement Learning Hang Xu Xinghua Qu Zinovi Rabinovich 18 1 0 24 Apr 2023
Contexts can be Cheap: Solving Stochastic Contextual Bandits with Linear Bandit Algorithms Osama A. Hanna Lin F. Yang Christina Fragouli 19 11 0 08 Nov 2022
Online Policy Optimization for Robust MDP Jing Dong Jingwei Li Baoxiang Wang J. Zhang OffRL 18 12 0 28 Sep 2022
Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning A. Rangi Haifeng Xu Long Tran-Thanh M. Franceschetti AAML OffRL 22 19 0 29 Aug 2022
Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning Yinglun Xu Qi Zeng Gagandeep Singh AAML 30 5 0 30 May 2022
User-Oriented Robust Reinforcement Learning Haoyi You Beichen Yu Haiming Jin Zhaoxing Yang Jiahui Sun OffRL 24 0 0 15 Feb 2022
On Optimal Robustness to Adversarial Corruption in Online Decision Problems Shinji Ito 42 22 0 22 Sep 2021
Adversarial Parameter Defense by Multi-Step Risk Minimization Zhiyuan Zhang Ruixuan Luo Xuancheng Ren Qi Su Liangyou Li Xu Sun AAML 15 6 0 07 Sep 2021
Corruption Robust Active Learning Yifang Chen S. Du Kevin G. Jamieson 17 5 0 21 Jun 2021
Corruption-Robust Offline Reinforcement Learning Xuezhou Zhang Yiding Chen Jerry Zhu Wen Sun OffRL 26 39 0 11 Jun 2021
The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition Tiancheng Jin Longbo Huang Haipeng Luo 11 40 0 08 Jun 2021