ROMAX: Certifiably Robust Deep Multiagent Reinforcement Learning via Convex Relaxation

被引：0
|
作者：
Sun, Chuangchuang [1 ]
Kim, Dong-Ki [2 ]
How, Jonathan P. [2 ]
机构：
[1] Mississippi State University, Department of Aerospace Engineering, MS,39762, United States
[2] Laboratory for Information & Decision Systems, Massachusetts Institute of Technology, Cambridge,MA,02139, United States
来源：
Proceedings - IEEE International Conference on Robotics and Automation | 2022年
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Multi agent systems
引用
收藏
页码：5503 / 5510
相关论文
共 50 条
  • [41] GCEN: Multiagent Deep Reinforcement Learning With Grouped Cognitive Feature Representation
    Gao, Hao
    Xu, Xin
    Yan, Chao
    Lan, Yixing
    Yao, Kangxing
    IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2024, 16 (02) : 458 - 473
  • [42] Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications
    Nguyen, Thanh Thi
    Nguyen, Ngoc Duy
    Nahavandi, Saeid
    IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (09) : 3826 - 3839
  • [43] Multiagent Deep Reinforcement Learning for Wireless-Powered UAV Networks
    Oubbati, Omar Sami
    Lakas, Abderrahmane
    Guizani, Mohsen
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (17): : 16044 - 16059
  • [44] Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments
    Zheng, Yan
    Meng, Zhaopeng
    Hao, Jianye
    Zhang, Zongzhang
    PRICAI 2018: TRENDS IN ARTIFICIAL INTELLIGENCE, PT II, 2018, 11013 : 421 - 429
  • [45] A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning
    Li, Zun
    Wellman, Michael P.
    PROCEEDINGS OF THE THIRTY-THIRD INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2024, 2024, : 148 - 156
  • [46] Blockchain-Assisted Demonstration Cloning for Multiagent Deep Reinforcement Learning
    Alagha, Ahmed
    Bentahar, Jamal
    Otrok, Hadi
    Singh, Shakti
    Mizouni, Rabeb
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (05): : 7710 - 7723
  • [47] Toward Intelligent Multizone Thermal Control With Multiagent Deep Reinforcement Learning
    Li, Jie
    Zhang, Wei
    Gao, Guanyu
    Wen, Yonggang
    Jin, Guangyu
    Christopoulos, Georgios
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (14) : 11150 - 11162
  • [48] Toward Packet Routing With Fully Distributed Multiagent Deep Reinforcement Learning
    You, Xinyu
    Li, Xuanjie
    Xu, Yuedong
    Feng, Hui
    Zhao, Jin
    Yan, Huaicheng
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 52 (02): : 855 - 868
  • [49] Robust hypergraph clustering via convex relaxation of truncated mle
    Lee J.
    Kim D.
    Chung H.W.
    IEEE Journal on Selected Areas in Information Theory, 2020, 1 (03): : 613 - 631
  • [50] DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck
    Fan, Jiameng
    Li, Wenchao
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, 2022,
12345