Concepedia

Multi-agent Credit Assignment

Multi-Agent Credit Assignment is a methodological framework in multi-agent robot learning that identifies and quantifies the individual contributions of each agent to the collective outcome, thereby enabling the attribution of rewards or penalties in a shared environment.

50

Publications

3.7K

Citations

161

Authors

60

Institutions

Publications per year

2017–2026

32

Parents

Publications

50

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

Counterfactual Multi-Agent Policy Gradients

Jakob Foerster, Gregory Farquhar, Triantafyllos Afouras et al. · arXiv (Cornell University) · 2017 · 478 citations · Full text

, , +17

Evolutionary Reinforcement Learning: A Survey

Hui Bai, Ran Cheng, Yaochu Jin · Intelligent Computing · 2023 · 78 citations · Full text

, , +15

Inequity aversion improves cooperation in intertemporal social dilemmas

Edward Hughes, Joel Z. Leibo, Matthew G. Phillips et al. · arXiv (Cornell University) · 2018 · 76 citations · Full text

, , +17

Shapley Q-value:: A Local Reward Approach to Solve Global Reward Games

Research Explorer (The University of Manchester) · 2020 · 76 citations

, , +13

1–5 of 50

Authors

161

  1. KT
    Kagan Tumer

    Ames Research Center, United States

    7 publications · 165 citations

    7

    h-index

  2. AA
    Adrian Agogino

    Ames Research Center, United States

    5 publications · 136 citations

    5

    h-index

  3. HZ
    Hongyuan Zha

    Georgia Institute of Technology, United States

    3 publications · 73 citations

    3

    h-index

  4. CZ
    Chongjie Zhang

    Tsinghua University, China

    3 publications · 82 citations

    3

    h-index

  5. MC
    Mitchell Colby

    Oregon State University, United States

    3 publications · 73 citations

    3

    h-index

1–5 of 161

Institutions

60

  1. Ames Research Center

    Mountain View, United States

    5 h-index

    9 publications

    261 citations

  2. Oregon State University

    Corvallis, United States

    5 h-index

    9 publications

    211 citations

  3. Tsinghua University

    Beijing, China

    4 h-index

    11 publications

    330 citations

  4. Peking University

    Beijing, China

    2 h-index

    2 publications

    60 citations

  5. University of Oxford

    Oxford, United Kingdom

    2 h-index

    10 publications

    10.6K citations

  6. The University of Texas at Austin

    Austin, United States

    2 h-index

    2 publications

    64 citations

  7. Chinese University of Hong Kong, Shenzhen

    Shenzhen, China

    2 h-index

    2 publications

    78 citations

  8. Singapore Management University

    Singapore, Singapore

    2 h-index

    6 publications

    237 citations

1–8 of 60

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 829 citations

    10

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 1.7K citations

    2

    h-index

  3. 1

    h-index

  4. International Conference on Learning Representations

    Conference · 1 publications · 30 citations

    1

    h-index

  5. Frontiers in Psychology

    1 publications · 38 citations

    1

    h-index

1–5