Concepedia

Reward Learning

Reward Learning is a methodological framework within policy learning that specifies how an agent acquires and refines a reward function from environmental feedback or expert guidance to guide optimal decision-making.

603

Publications

44.8K

Citations

2.3K

Authors

743

Institutions

Publications per year

2017–2026

278

Parents

Publications

603

Temporal Difference Models and Reward-Related Learning in the Human Brain

John P. O’Doherty, Peter Dayan, Karl Friston et al. · Neuron · 2003 · 1.5K citations · Full text

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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

<i>Drosophila</i>Mushroom Body Mutants are Deficient in Olfactory Learning

Martin Heisenberg, Alexander Borst, Sibylle Wagner et al. · Journal of Neurogenetics · 1985 · 711 citations

, , +17

Prefrontal cortex as a meta-reinforcement learning system

Jane X. Wang, Zeb Kurth‐Nelson, Dharshan Kumaran et al. · Nature Neuroscience · 2018 · 610 citations

, , +16

Increased Lever Pressing for Amphetamine After Pimozide in Rats: Implications for a Dopamine Theory of Reward

Robert A. Yokel, Roy A. Wise · Science · 1975 · 546 citations

, , +17

1–5 of 603

Authors

2.3K

  1. DA
    Diego A. Pizzagalli

    Harvard University, United States

    23 publications · 2.4K citations

    20

    h-index

  2. BA
    Brian A. Anderson

    Texas A&M University, United States

    11 publications · 1.1K citations

    11

    h-index

  3. SP
    Stefano Palminteri

    Laboratoire de Neurosciences Cognitives, France

    9 publications · 747 citations

    9

    h-index

  4. RJ
    Raymond J. Dolan

    University College London, United Kingdom

    8 publications · 2.3K citations

    8

    h-index

  5. ND
    Nathaniel D. Daw

    Princeton University, United States

    8 publications · 1.3K citations

    8

    h-index

1–5 of 2.3K

Institutions

743

  1. University College London

    London, United Kingdom

    24 h-index

    90 publications

    18.9K citations

  2. Harvard University

    Cambridge, United States

    24 h-index

    72 publications

    5.5K citations

  3. University of Oxford

    Oxford, United Kingdom

    18 h-index

    55 publications

    5.5K citations

  4. New York University

    New York, United States

    17 h-index

    36 publications

    4.6K citations

  5. McLean Hospital

    Belmont, United States

    16 h-index

    61 publications

    4.7K citations

  6. University of Cambridge

    Cambridge, United Kingdom

    15 h-index

    46 publications

    3.4K citations

  7. Stanford University

    Stanford, United States

    15 h-index

    51 publications

    2.4K citations

  8. Johns Hopkins University

    Baltimore, United States

    15 h-index

    60 publications

    8.6K citations

1–8 of 743

Venues

  1. Journal of Neuroscience

    41 publications · 5.5K citations

    36

    h-index

  2. arXiv (Cornell University)

    Repository · 30 publications · 1.3K citations

    17

    h-index

  3. NeuroImage

    12 publications · 1.1K citations

    12

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 12 publications · 2.6K citations

    12

    h-index

  5. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 12 publications · 369 citations

    12

    h-index

1–5