Concepedia

Partial Observability

Partial Observability is a property of a state-space model in which the underlying system states are not directly observable but must be inferred through probabilistic relationships with observable outputs.

305

Publications

20.9K

Citations

823

Authors

336

Institutions

Publications per year

2017–2026

137

Parents

Publications

305

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

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

Jakob Foerster, Yannis Assael, Nando de Freitas et al. · arXiv (Cornell University) · 2016 · 870 citations · Full text

, , +16

Partial observability in bivariate probit models

Dale J. Poirier · Journal of Econometrics · 1980 · 557 citations

, , +6

Value-Decomposition Networks For Cooperative Multi-Agent Learning Based On Team Reward

Peter Sunehag, Guy Lever, Audrūnas Gruslys et al. · 2018 · 540 citations

, , +14

Infinite-Horizon Policy-Gradient Estimation

2001 · 539 citations

, , +16

1–5 of 305

Authors

823

  1. PB
    Piergiorgio Bertoli

    University of Trento, Italy

    8 publications · 395 citations

    8

    h-index

  2. AC
    Alessandro Cimatti

    Fondazione Bruno Kessler, Italy

    7 publications · 372 citations

    7

    h-index

  3. SO
    Shayegan Omidshafiei

    Massachusetts Institute of Technology, United States

    6 publications · 363 citations

    6

    h-index

  4. JP
    Jonathan P. How

    Massachusetts Institute of Technology, United States

    6 publications · 351 citations

    6

    h-index

  5. CA
    Christopher Amato

    Massachusetts Institute of Technology, United States

    6 publications · 353 citations

    6

    h-index

1–5 of 823

Institutions

336

  1. Delft University of Technology

    Delft, The Netherlands

    8 h-index

    18 publications

    1K citations

  2. University of Michigan

    Ann Arbor, United States

    8 h-index

    24 publications

    4.7K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    16 publications

    271 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    10 publications

    279 citations

  5. University of Freiburg

    Freiburg im Breisgau, Germany

    5 h-index

    7 publications

    244 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    9 publications

    1.2K citations

  7. Australian National University

    Canberra, Australia

    5 h-index

    7 publications

    335 citations

  8. University of Colorado Boulder

    Boulder, United States

    4 h-index

    4 publications

    260 citations

1–8 of 336

Venues

  1. arXiv (Cornell University)

    Repository · 37 publications · 4.3K citations

    25

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 12 publications · 2.1K citations

    12

    h-index

  3. IEEE Transactions on Automatic Control

    6 publications · 322 citations

    6

    h-index

  4. International Journal of Control

    4 publications · 89 citations

    4

    h-index

  5. 4

    h-index

1–5