Literature DB >> 32423707

Beyond the Average View of Dopamine.

Angela J Langdon1, Nathaniel D Daw2.   

Abstract

Dopamine (DA) responses are synonymous with the 'reward prediction error' of reinforcement learning (RL), and are thought to update neural estimates of expected value. A recent study by Dabney et al. enriches this picture, demonstrating that DA neurons track variability in rewards, providing a readout of risk in the brain.
Copyright © 2020 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  artificial intelligence; dopamine; reinforcement learning; reward

Mesh:

Substances:

Year:  2020        PMID: 32423707      PMCID: PMC7799861          DOI: 10.1016/j.tics.2020.04.006

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  5 in total

1.  Neural prediction errors reveal a risk-sensitive reinforcement-learning process in the human brain.

Authors:  Yael Niv; Jeffrey A Edlund; Peter Dayan; John P O'Doherty
Journal:  J Neurosci       Date:  2012-01-11       Impact factor: 6.167

2.  Distributed and Mixed Information in Monosynaptic Inputs to Dopamine Neurons.

Authors:  Ju Tian; Ryan Huang; Jeremiah Y Cohen; Fumitaka Osakada; Dmitry Kobak; Christian K Machens; Edward M Callaway; Naoshige Uchida; Mitsuko Watabe-Uchida
Journal:  Neuron       Date:  2016-09-08       Impact factor: 17.173

3.  A distributional code for value in dopamine-based reinforcement learning.

Authors:  Will Dabney; Zeb Kurth-Nelson; Matthew Botvinick; Naoshige Uchida; Clara Kwon Starkweather; Demis Hassabis; Rémi Munos
Journal:  Nature       Date:  2020-01-15       Impact factor: 49.962

4.  Specialized coding of sensory, motor and cognitive variables in VTA dopamine neurons.

Authors:  Ben Engelhard; Joel Finkelstein; Julia Cox; Weston Fleming; Hee Jae Jang; Sharon Ornelas; Sue Ann Koay; Stephan Y Thiberge; Nathaniel D Daw; David W Tank; Ilana B Witten
Journal:  Nature       Date:  2019-05-29       Impact factor: 49.962

5.  Dissociable dopamine dynamics for learning and motivation.

Authors:  Ali Mohebi; Jeffrey R Pettibone; Arif A Hamid; Jenny-Marie T Wong; Leah T Vinson; Tommaso Patriarchi; Lin Tian; Robert T Kennedy; Joshua D Berke
Journal:  Nature       Date:  2019-05-22       Impact factor: 49.962

  5 in total
  2 in total

1.  Performance-gated deliberation: A context-adapted strategy in which urgency is opportunity cost.

Authors:  Maximilian Puelma Touzel; Paul Cisek; Guillaume Lajoie
Journal:  PLoS Comput Biol       Date:  2022-05-26       Impact factor: 4.779

2.  Modeling the activity of the dopamine signaling pathway by combination of analog electrical circuit and mathematical approaches.

Authors:  A V Shumilov; P M Gotovtsev
Journal:  Heliyon       Date:  2021-01-06
  2 in total

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