Concepedia

Graph-based Multi-agent Learning

Graph-Based Multi-Agent Learning is a multi-agent learning framework in which the interactions, dependencies, or communication structures among agents are explicitly modeled as a graph, enabling the use of graph-based representations and algorithms to facilitate coordinated decision-making and learning.

86

Publications

4K

Citations

318

Authors

128

Institutions

Publications per year

2017–2026

74

Parents

Publications

86

Multi-Agent Game Abstraction via Graph Attention Neural Network

Yong Liu, Weixun Wang, Yujing Hu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 232 citations · Full text

, , +16

Towards Self-X cognitive manufacturing network: An industrial knowledge graph-based multi-agent reinforcement learning approach

Pai Zheng, Liqiao Xia, Chengxi Li et al. · Journal of Manufacturing Systems · 2021 · 203 citations · Full text

, , +12

STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control

Yanan Wang, Tong Xu, Xin Niu et al. · IEEE Transactions on Mobile Computing · 2020 · 154 citations

, , +17

Skill Characterization Based on Betweenness

Özgür Şimşek, André Sales Barreto · Neural Information Processing Systems · 2008 · 131 citations

, , +16

Multi-Agent Actor-Critic with Hierarchical Graph Attention Network

Heechang Ryu, Hayong Shin, Jinkyoo Park · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 124 citations · Full text

, , +14

1–5 of 86

Authors

318

  1. AH
    Ali H. Sayed

    University of California, Los Angeles, United States

    6 publications · 246 citations

    6

    h-index

  2. BY
    Bicheng Ying

    École Polytechnique Fédérale de Lausanne, Switzerland

    3 publications · 159 citations

    3

    h-index

  3. SD
    Shifei Ding

    China University of Mining and Technology, China

    2 publications · 57 citations

    2

    h-index

  4. YG
    Yang Gao

    Nanjing University, China

    2 publications · 252 citations

    2

    h-index

  5. RL
    Rongpeng Li

    Zhejiang University, China

    2 publications · 92 citations

    2

    h-index

1–5 of 318

Institutions

128

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    14 publications

    679 citations

  2. Nanyang Technological University

    Singapore, Singapore

    5 h-index

    10 publications

    679 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    5 h-index

    12 publications

    560 citations

  4. Southeast University

    Nanjing, China

    4 h-index

    11 publications

    451 citations

  5. Rutgers, The State University of New Jersey

    New Brunswick, United States

    4 h-index

    5 publications

    278 citations

  6. Tianjin University

    Tianjin, China

    4 h-index

    8 publications

    656 citations

  7. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    4 h-index

    9 publications

    227 citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    14 publications

    618 citations

1–8 of 128

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 183 citations

    8

    h-index

  2. 7

    h-index

  3. 3

    h-index

  4. IEEE Transactions on Vehicular Technology

    3 publications · 112 citations

    3

    h-index

  5. Applied Intelligence

    2 publications · 88 citations

    2

    h-index

1–5