Concepedia

Probabilistic Reward Learning

Probabilistic Reward Learning is a computational learning framework within reward processing that models how organisms acquire and update expectations about rewards based on uncertain or stochastic environmental feedback, distinguishing itself from deterministic reward learning by incorporating outcome uncertainty into prediction error signaling and decision-making.

103

Publications

8.9K

Citations

427

Authors

208

Institutions

Publications per year

2017–2026

45

Parents

Publications

103

Human Insula Activation Reflects Risk Prediction Errors As Well As Risk

Kerstin Preuschoff, Steven R. Quartz, Peter Bossaerts · Journal of Neuroscience · 2008 · 798 citations · Full text

, , +17

Reduced hedonic capacity in major depressive disorder: Evidence from a probabilistic reward task

Diego A. Pizzagalli, Dan V. Iosifescu, Lindsay A. Hallett et al. · Journal of Psychiatric Research · 2008 · 797 citations · Full text

, , +14

Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning

Michael J. Frank, Ahmed A. Moustafa, Heather M. Haughey et al. · Proceedings of the National Academy of Sciences · 2007 · 719 citations · Full text

, , +17

Probabilistic learning and reversal deficits in patients with Parkinson’s disease or frontal or temporal lobe lesions: possible adverse effects of dopaminergic medication

Rachel Swainson, Robert D. Rogers, Barbara J. Sahakian et al. · Neuropsychologia · 2000 · 503 citations

, , +17

Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis

Quentin J. M. Huys, Diego A. Pizzagalli, Ryan Bogdan et al. · Biology of Mood & Anxiety Disorders · 2013 · 492 citations · Full text

, , +17

1–5 of 103

Authors

427

  1. DA
    Diego A. Pizzagalli

    Harvard University, United States

    12 publications · 2.1K citations

    12

    h-index

  2. CB
    Christian Bellebaum

    Ruhr University Bochum, Germany

    5 publications · 209 citations

    5

    h-index

  3. BD
    Brian D. Kangas

    McLean Hospital, United States

    4 publications · 117 citations

    4

    h-index

  4. RB
    Ryan Bogdan

    Washington University in St. Louis, United States

    4 publications · 800 citations

    4

    h-index

  5. ID
    Irene Daum

    Ruhr University Bochum, Germany

    3 publications · 151 citations

    3

    h-index

1–5 of 427

Institutions

208

  1. Harvard University

    Cambridge, United States

    14 h-index

    35 publications

    4K citations

  2. McLean Hospital

    Belmont, United States

    8 h-index

    33 publications

    2K citations

  3. University College London

    London, United Kingdom

    8 h-index

    18 publications

    1.9K citations

  4. Massachusetts General Hospital

    Boston, United States

    7 h-index

    13 publications

    3.5K citations

  5. University of Oxford

    Oxford, United Kingdom

    6 h-index

    14 publications

    573 citations

  6. Ruhr University Bochum

    Bochum, Germany

    5 h-index

    17 publications

    701 citations

  7. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    20 publications

    3K citations

  8. Max Planck Institute for Human Development

    Berlin, Germany

    5 h-index

    10 publications

    1K citations

1–8 of 208

Venues

  1. Journal of Neuroscience

    12 publications · 1.6K citations

    12

    h-index

  2. Cognitive Affective & Behavioral Neuroscience

    3 publications · 149 citations

    3

    h-index

  3. Learning & Memory

    3 publications · 197 citations

    3

    h-index

  4. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 3 publications · 45 citations

    3

    h-index

  5. eLife

    3 publications · 260 citations

    3

    h-index

1–5