Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation

9 May 2023

Papers citing "Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation"

8 / 8 papers shown

Title
Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability Mengdi Xu Zuxin Liu Peide Huang Wenhao Ding Zhepeng Cen Bo-wen Li Ding Zhao 59 45 0 16 Sep 2022
Sparse Adversarial Attack in Multi-agent Reinforcement Learning Yi Hu Zhihua Zhang AAML 45 10 0 19 May 2022
Dynamics-Aware Quality-Diversity for Efficient Learning of Skill Repertoires Bryan Lim Luca Grillotti Lorenzo Bernasconi Antoine Cully 57 28 0 16 Sep 2021
Mis-spoke or mis-lead: Achieving Robustness in Multi-Agent Communicative Reinforcement Learning Wanqi Xue Wei Qiu Bo An Zinovi Rabinovich S. Obraztsova C. Yeo AAML 39 33 0 09 Aug 2021
Adaptable Agent Populations via a Generative Model of Policies Kenneth Derek Phillip Isola 56 16 0 15 Jul 2021
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary Huan Zhang Hongge Chen Duane S. Boning Cho-Jui Hsieh 52 161 0 21 Jan 2021
Quality-Diversity Optimization: a novel branch of stochastic optimization Konstantinos Chatzilygeroudis Antoine Cully Vassilis Vassiliades Jean-Baptiste Mouret 58 80 0 08 Dec 2020
On the Robustness of Cooperative Multi-Agent Reinforcement Learning Jieyu Lin Kristina Dzeparoska S. Zhang A. Leon-Garcia Nicolas Papernot AAML 67 64 0 08 Mar 2020