Concepedia

Reinforcement Learning Plasticity

Reinforcement Learning Plasticity is a computational framework within learning-related neuroplasticity that specifically characterizes the dynamic adaptation of synaptic efficacy in neural circuits through reward-driven feedback signals to optimize goal-directed behavior.

41

Publications

2.5K

Citations

149

Authors

101

Institutions

Publications per year

2017–2026

22

Parents

Publications

41

Attention-Gated Reinforcement Learning of Internal Representations for Classification

Pieter R. Roelfsema, Arjen van Ooyen · Neural Computation · 2005 · 267 citations

, , +17

Reinforcement Learning Using a Continuous Time Actor-Critic Framework with Spiking Neurons

Nicolas Frémaux, Henning Sprekeler, Wulfram Gerstner · PLoS Computational Biology · 2013 · 216 citations · Full text

, , +17

Rational metareasoning and the plasticity of cognitive control

Falk Lieder, Amitai Shenhav, Sebastian Musslick et al. · PLoS Computational Biology · 2018 · 149 citations · Full text

, , +12

Motor Learning Enhances Use-Dependent Plasticity

Firas Mawase, Shintaro Uehara, Amy J. Bastian et al. · Journal of Neuroscience · 2017 · 143 citations · Full text

, , +15

A New Framework for Cortico-Striatal Plasticity: Behavioural Theory Meets In Vitro Data at the Reinforcement-Action Interface

Kevin Gurney, Mark D. Humphries, Peter Redgrave · PLoS Biology · 2015 · 142 citations · Full text

, , +17

1–5 of 41

Authors

149

  1. FL
    Falk Lieder

    University of California, Berkeley, United States

    3 publications · 193 citations

    3

    h-index

  2. AS
    Amitai Shenhav

    Brown University, United States

    2 publications · 171 citations

    2

    h-index

  3. TV
    Tom Verguts

    Ghent University, Belgium

    2 publications · 111 citations

    2

    h-index

  4. JF
    Johannes Friedrich

    Columbia University, United States

    2 publications · 111 citations

    2

    h-index

  5. SM
    Sebastian Musslick

    Brown University, United States

    2 publications · 171 citations

    2

    h-index

1–5 of 149

Institutions

101

  1. University of California, Berkeley

    Berkeley, United States

    3 h-index

    6 publications

    581 citations

  2. Princeton University

    Princeton, United States

    3 h-index

    3 publications

    280 citations

  3. University of Bern

    Bern, Switzerland

    2 h-index

    6 publications

    333 citations

  4. Yale University

    New Haven, United States

    2 h-index

    4 publications

    399 citations

  5. The University of Tokyo

    Tokyo, Japan

    2 h-index

    14 publications

    490 citations

  6. Ghent University

    Ghent, Belgium

    2 h-index

    6 publications

    334 citations

  7. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    5 publications

    332 citations

  8. Brown Institute for Media Innovation

    New York, United States

    2 h-index

    2 publications

    171 citations

1–8 of 101

Venues

  1. Neural Computation

    6 publications · 486 citations

    6

    h-index

  2. PLoS Computational Biology

    4 publications · 485 citations

    4

    h-index

  3. Journal of Neuroscience

    3 publications · 249 citations

    3

    h-index

  4. eLife

    3 publications · 187 citations

    3

    h-index

  5. Frontiers in Behavioral Neuroscience

    2 publications · 140 citations

    2

    h-index

1–5