Byzantine-Robust Online and Offline Distributed Reinforcement Learning

Byzantine-Robust Online and Offline Distributed Reinforcement Learning

1 June 2022

Papers citing "Byzantine-Robust Online and Offline Distributed Reinforcement Learning"

11 / 11 papers shown

Title
Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents Safwan Labbi D. Tiapkin Lorenzo Mancini Paul Mangold Eric Moulines FedML 73 0 0 30 Oct 2024
On the Hardness of Decentralized Multi-Agent Policy Evaluation under Byzantine Attacks Hairi Minghong Fang Zifan Zhang Alvaro Velasquez Jia Liu AAML 21 1 0 19 Sep 2024
Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries Swetha Ganesh Jiayu Chen Gugan Thoppe Vaneet Aggarwal FedML 64 1 0 15 Mar 2024
Corruption-Robust Offline Two-Player Zero-Sum Markov Games Andi Nika Debmalya Mandal Adish Singla Goran Radanović OffRL 34 2 0 04 Mar 2024
Byzantine-Resilient Decentralized Multi-Armed Bandits Jingxuan Zhu Alec Koppel Alvaro Velasquez Ji Liu 15 6 0 11 Oct 2023
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning Guanlin Liu Lifeng Lai AAML 38 6 0 15 Jul 2023
Survival Instinct in Offline Reinforcement Learning Anqi Li Dipendra Kumar Misra Andrey Kolobov Ching-An Cheng OffRL 22 16 0 05 Jun 2023
FedHQL: Federated Heterogeneous Q-Learning Flint Xiaofeng Fan Yining Ma Zhongxiang Dai Cheston Tan Bryan Kian Hsiang Low Roger Wattenhofer FedML 24 7 0 26 Jan 2023
A Robust Classification Framework for Byzantine-Resilient Stochastic Gradient Descent Shashank Reddy Chirra K. Nadimpalli Shrisha Rao 22 0 0 16 Jan 2023
Federated Offline Reinforcement Learning D. Zhou Yufeng Zhang Aaron Sonabend-W Zhaoran Wang Junwei Lu Tianxi Cai OffRL 29 13 0 11 Jun 2022
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 122 166 0 06 Jan 2021