Towards Comprehensive Testing on the Robustness of Cooperative Multi-agent Reinforcement Learning
Author:
Affiliation:
1. Beihang University,State Key Lab of Software Development Environment,Beijing,China
2. Yangzhou Collaborative Innovation Research Institute CO., LTD
3. No. 38 Research Institute of CETC
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9856930/9856648/09857346.pdf?arnumber=9857346
Reference42 articles.
1. Multi-agent reinforcement learning for active voltage control on power distribution networks;wang;Advances in neural information processing systems,2021
2. Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World
3. Proximal policy optimization algorithms;schulman,2017
4. The StarCraft Multi-Agent Challenge;samvelyan;CoRR,2019
5. Qmix: Monotonic value function factorisation for deep multi-agent reinforcement learning;rashid;International Conference on Machine Learning,2018
Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Enhancing Multi-agent System Testing with Diversity-Guided Exploration and Adaptive Critical State Exploitation;Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis;2024-09-11
2. A Pilot Study of Observation Poisoning on Selective Reincarnation in Multi-Agent Reinforcement Learning;Neural Processing Letters;2024-05-02
3. A simulation and experimentation architecture for resilient cooperative multiagent reinforcement learning models operating in contested and dynamic environments;SIMULATION;2024-03-22
4. Enhancing the robustness of QMIX against state-adversarial attacks;Neurocomputing;2024-03
5. Security and Privacy Issues in Deep Reinforcement Learning: Threats and Countermeasures;ACM Computing Surveys;2024-02-23
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3