Certifiably Robust Policy Learning against Adversarial Communication in
Multi-agent Systems

Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent Systems

21 June 2022

Parisa Hassanzadeh

Furong Huang

Papers citing "Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent Systems"

5 / 5 papers shown

Title
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning Ronghui Mu Wenjie Ruan Leandro Soriano Marcolino Gaojie Jin Q. Ni 40 5 0 22 Dec 2022
What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? Songyang Han Sanbao Su Sihong He Shuo Han Haizhao Yang Shaofeng Zou Fei Miao AAML 33 23 0 06 Dec 2022
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 45 35 0 09 Aug 2021
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary Huan Zhang Hongge Chen Duane S. Boning Cho-Jui Hsieh 67 162 0 21 Jan 2021
Adversarial Attacks On Multi-Agent Communication James Tu Tsun-Hsuan Wang Jingkang Wang S. Manivasagam Mengye Ren R. Urtasun AAML 85 59 0 17 Jan 2021