Concepedia

Multiagent Pomdps

Multiagent POMDPs is a decentralized stochastic planning framework that extends the partially observable Markov decision process to multiagent settings by modeling cooperative decision-making under uncertainty, where multiple agents maintain individual beliefs and act based on local observations while sharing a common goal.

179

Publications

9.5K

Citations

313

Authors

141

Institutions

Publications per year

2017–2026

43

Variants

Dec-pomdps

Parents

Publications

179

Monte-Carlo Planning in Large POMDPs

David Silver, Joel Veness · DSpace@MIT (Massachusetts Institute of Technology) · 2010 · 856 citations · Full text

, , +13

Perseus: Randomized point-based value iteration for POMDPs

UvA-DARE (University of Amsterdam) · 2005 · 523 citations

, , +14

A Framework for Sequential Planning in Multi-Agent Settings

Prashant Doshi, Piotr J. Gmytrasiewicz · arXiv (Cornell University) · 2011 · 377 citations · Full text

, , +16

Taming decentralized POMDPs: towards efficient policy computation for multiagent settings

Ranjit Nair, Milind Tambe, Makoto Yokoo et al. · 2003 · 330 citations

, , +14

Perseus: Randomized Point-based Value Iteration for POMDPs

Journal of Artificial Intelligence Research · 2005 · 325 citations · Full text

, , +14

1–5 of 179

Authors

313

  1. MT
    Matthijs T. J. Spaan

    Delft University of Technology, Netherlands

    17 publications · 650 citations

    17

    h-index

  2. SZ
    Shlomo Zilberstein

    University of Massachusetts Amherst, United States

    18 publications · 1K citations

    16

    h-index

  3. CA
    Christopher Amato

    Massachusetts Institute of Technology, United States

    17 publications · 915 citations

    16

    h-index

  4. FA
    Frans A. Oliehoek

    University of Amsterdam, Netherlands

    15 publications · 468 citations

    13

    h-index

  5. MT
    Milind Tambe

    University of Southern California, United States

    12 publications · 968 citations

    12

    h-index

1–5 of 313

Institutions

141

  1. University of Massachusetts Amherst

    Amherst Center, United States

    18 h-index

    38 publications

    2K citations

  2. University of Southern California

    Los Angeles, United States

    13 h-index

    43 publications

    3.3K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    29 publications

    1.4K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    12 h-index

    26 publications

    960 citations

  5. Instituto Superior Técnico

    Lisbon, Portugal

    10 h-index

    17 publications

    456 citations

  6. University of Amsterdam

    Amsterdam, The Netherlands

    10 h-index

    15 publications

    1.1K citations

  7. University of Illinois Chicago

    Chicago, United States

    9 h-index

    18 publications

    1.3K citations

  8. University of Lisbon

    Lisbon, Portugal

    9 h-index

    13 publications

    510 citations

1–8 of 141

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 715 citations

    9

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 350 citations

    9

    h-index

  3. Journal of Artificial Intelligence Research

    JAIR · 8 publications · 695 citations

    8

    h-index

  4. 6

    h-index

  5. IEEE Internet of Things Journal

    5 publications · 386 citations

    5

    h-index

1–5