Concepedia

Uncertainty-aware Exploration

Uncertainty-Aware Exploration is an interactive data exploration framework that explicitly integrates quantified uncertainty into the visual and computational components of the exploration process to guide user decisions and improve interpretation accuracy.

36

Publications

3.5K

Citations

197

Authors

56

Institutions

Publications per year

2017–2026

22

Parents

Publications

36

Unifying count-based exploration and intrinsic motivation

Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski et al. · Neural Information Processing Systems · 2016 · 679 citations

, , +17

Rostrolateral Prefrontal Cortex and Individual Differences in Uncertainty-Driven Exploration

David Badre, Bradley B. Doll, Nicole M. Long et al. · Neuron · 2012 · 343 citations · Full text

, , +16

Frontal Theta Reflects Uncertainty and Unexpectedness during Exploration and Exploitation

James F. Cavanagh, Carlos María López Fé y Figueroa, Michael X Cohen et al. · Cerebral Cortex · 2011 · 303 citations · Full text

, , +17

Unifying Count-Based Exploration and Intrinsic Motivation

Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski et al. · arXiv (Cornell University) · 2016 · 247 citations · Full text

, , +17

Autonomous exploration: driven by uncertainty

P. Whaite, Frank P. Ferrie · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 238 citations

, , +13

1–5 of 36

Authors

197

  1. ES
    Eric Schulz

    University College London, United Kingdom

    5 publications · 347 citations

    5

    h-index

  2. CM
    Charley M. Wu

    Max Planck Institute for Human Development, Germany

    4 publications · 228 citations

    4

    h-index

  3. KE
    Kamak Ebadi

    Jet Propulsion Laboratory, United States

    3 publications · 176 citations

    3

    h-index

  4. BR
    Benjamin Ramtoula

    Polytechnique Montréal, Canada

    3 publications · 176 citations

    3

    h-index

  5. EH
    Eric Heiden

    University of Southern California, United States

    3 publications · 176 citations

    3

    h-index

1–5 of 197

Institutions

56

  1. University of Tübingen

    Tübingen, Germany

    4 h-index

    4 publications

    228 citations

  2. Max Planck Institute for Human Development

    Berlin, Germany

    4 h-index

    8 publications

    496 citations

  3. Max Planck Institute for Biological Cybernetics

    Tübingen, Germany

    4 h-index

    4 publications

    228 citations

  4. University College London

    London, United Kingdom

    3 h-index

    3 publications

    213 citations

  5. McGill University

    Montreal, Canada

    3 h-index

    6 publications

    650 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    9 publications

    240 citations

  7. The Ohio State University

    Columbus, United States

    3 h-index

    7 publications

    223 citations

  8. University of Nevada, Reno

    Reno, United States

    2 h-index

    8 publications

    864 citations

1–8 of 56

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 372 citations

    3

    h-index

  2. 2

    h-index

  3. Developmental Science

    2 publications · 193 citations

    2

    h-index

  4. 2

    h-index

  5. Journal of Cognitive Neuroscience

    1 publications · 15 citations

    1

    h-index

1–5