Concepedia

Multi-agent Learning

Multi-Agent Learning is a computational framework within multi-agent systems that enables autonomous agents to adapt their behaviors through interaction with environments and other agents by jointly optimizing individual or collective objectives.

3.3K

Publications

181.2K

Citations

8.7K

Authors

1.9K

Institutions

Publications per year

2017–2026

1.8K

Variants

Mal

Parents

Publications

3.3K

Grandmaster level in StarCraft II using multi-agent reinforcement learning

Oriol Vinyals, I. Babuschkin, Wojciech Marian Czarnecki et al. · Nature · 2019 · 3.4K citations

, , +16

A Comprehensive Survey of Multiagent Reinforcement Learning

Lucian Buşoniu, Robert Babuška, Bart De Schutter · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2008 · 2.2K citations · Full text

, , +14

Counterfactual Multi-Agent Policy Gradients

Jakob Foerster, Gregory Farquhar, Triantafyllos Afouras et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.6K citations · Full text

, , +17

Cooperative Multi-Agent Learning: The State of the Art

Liviu Panait, Sean Luke · Autonomous Agents and Multi-Agent Systems · 2005 · 1.3K citations

, , +12

Multiagent Systems: A Survey from a Machine Learning Perspective

Peter Stone, Manuela Veloso · Autonomous Robots · 2000 · 1.2K citations

, , +14

1–5 of 3.3K

Authors

8.7K

  1. SW
    Shimon Whiteson

    University of Oxford, United Kingdom

    32 publications · 6.1K citations

    25

    h-index

  2. YY
    Yaodong Yang

    Peking University, China

    27 publications · 2.1K citations

    22

    h-index

  3. KT
    Karl Tuyls

    Maastricht University, Netherlands

    25 publications · 2.4K citations

    21

    h-index

  4. JH
    Jianye Hao

    Tianjin University, China

    28 publications · 1.4K citations

    19

    h-index

  5. PS
    Peter Stone

    The University of Texas at Austin, United States

    21 publications · 1.5K citations

    18

    h-index

1–5 of 8.7K

Institutions

1.9K

  1. Nanyang Technological University

    Singapore, Singapore

    33 h-index

    133 publications

    7.3K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    32 h-index

    115 publications

    8.5K citations

  3. Tsinghua University

    Beijing, China

    32 h-index

    160 publications

    9.7K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    29 h-index

    133 publications

    8.4K citations

  5. Beijing University of Posts and Telecommunications

    Beijing, China

    26 h-index

    104 publications

    4.8K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    26 h-index

    88 publications

    4.5K citations

  7. Chinese Academy of Sciences

    Beijing, China

    25 h-index

    94 publications

    4.8K citations

  8. University College London

    London, United Kingdom

    24 h-index

    68 publications

    4.1K citations

1–8 of 1.9K

Venues

  1. arXiv (Cornell University)

    Repository · 339 publications · 20.6K citations

    67

    h-index

  2. IEEE Transactions on Vehicular Technology

    49 publications · 4.2K citations

    36

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 60 publications · 5.5K citations

    33

    h-index

  4. 31

    h-index

  5. Applied Energy

    34 publications · 2.4K citations

    29

    h-index

1–5