Concepedia

Safe Multi-agent Learning

Safe Multi-Agent Learning is a subfield of Safe Robot Learning that focuses on the development of cooperative or competitive decision-making frameworks in which multiple autonomous agents learn policies that collectively satisfy safety constraints while achieving individual or shared objectives in uncertain environments.

28

Publications

1.4K

Citations

103

Authors

49

Institutions

Publications per year

2017–2026

23

Parents

Publications

28

Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving

Shai Shalev‐Shwartz, Shaked Shammah, Amnon Shashua · arXiv (Cornell University) · 2016 · 367 citations · Full text

, , +16

Playing safe in coordination games:

David Schmidt, Robert Shupp, James M. Walker · Games and Economic Behavior · 2003 · 157 citations

, , +8

Safe multi-agent reinforcement learning for multi-robot control

Shangding Gu, Jakub Grudzien Kuba, Yuanpei Chen et al. · Artificial Intelligence · 2023 · 121 citations · Full text

, , +14

Safe reinforcement learning for dynamical games

Yongliang Yang, Kyriakos G. Vamvoudakis, Hamidreza Modares · International Journal of Robust and Nonlinear Control · 2020 · 111 citations

, , +15

Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands

Wenzhen Huang, Tong Li, Yuting Cao et al. · 2023 · 71 citations

, , +16

1–5 of 28

Authors

103

  1. YY
    Yaodong Yang

    Peking University, China

    3 publications · 152 citations

    3

    h-index

  2. AK
    Alois Knoll

    Technical University of Munich, Germany

    2 publications · 137 citations

    2

    h-index

  3. AP
    Alexander Peysakhovich

    Yale University, United States

    2 publications · 41 citations

    2

    h-index

  4. JG
    Jakub Grudzien Kuba

    King's College London, United Kingdom

    2 publications · 137 citations

    2

    h-index

  5. AL
    Adam Lerer

    Meta (Israel), Israel

    2 publications · 41 citations

    2

    h-index

1–5 of 103

Institutions

49

  1. University of Oxford

    Oxford, United Kingdom

    3 h-index

    7 publications

    253 citations

  2. The University of Texas at Austin

    Austin, United States

    2 h-index

    3 publications

    77 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    3 publications

    156 citations

  4. King's College London

    London, United Kingdom

    2 h-index

    2 publications

    137 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    1 publications

    111 citations

  6. North China Electric Power University

    Beijing, China

    1 h-index

    1 publications

    28 citations

  7. Federal Trade Commission

    Washington D.C., United States

    1 h-index

    1 publications

    157 citations

  8. Guangdong Institute of Intelligent Manufacturing

    Guangzhou, China

    1 h-index

    3 publications

    54 citations

1–8 of 49

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 594 citations

    11

    h-index

  2. International Journal of Robust and Nonlinear Control

    IJRCEA · 1 publications · 111 citations

    1

    h-index

  3. Games and Economic Behavior

    1 publications · 157 citations

    1

    h-index

  4. IRIS Research product catalog (Sapienza University of Rome)

    Repository · 1 publications · 12 citations

    1

    h-index

  5. Neurocomputing

    1 publications · 18 citations

    1

    h-index

1–5