Literature DB >> 32221497

The neural and computational systems of social learning.

Andreas Olsson1, Ewelina Knapska2, Björn Lindström3,4.   

Abstract

Learning the value of stimuli and actions from others - social learning - adaptively contributes to individual survival and plays a key role in cultural evolution. We review research across species targeting the neural and computational systems of social learning in both the aversive and appetitive domains. Social learning generally follows the same principles as self-experienced value-based learning, including computations of prediction errors and is implemented in brain circuits activated across task domains together with regions processing social information. We integrate neural and computational perspectives of social learning with an understanding of behaviour of varying complexity, from basic threat avoidance to complex social learning strategies and cultural phenomena.

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Year:  2020        PMID: 32221497     DOI: 10.1038/s41583-020-0276-4

Source DB:  PubMed          Journal:  Nat Rev Neurosci        ISSN: 1471-003X            Impact factor:   34.870


  199 in total

1.  Toward a second-person neuroscience.

Authors:  Leonhard Schilbach; Bert Timmermans; Vasudevi Reddy; Alan Costall; Gary Bente; Tobias Schlicht; Kai Vogeley
Journal:  Behav Brain Sci       Date:  2013-08       Impact factor: 12.579

Review 2.  Social Learning Strategies: Bridge-Building between Fields.

Authors:  Rachel L Kendal; Neeltje J Boogert; Luke Rendell; Kevin N Laland; Mike Webster; Patricia L Jones
Journal:  Trends Cogn Sci       Date:  2018-05-11       Impact factor: 20.229

Review 3.  The neurobiology of rewards and values in social decision making.

Authors:  Christian C Ruff; Ernst Fehr
Journal:  Nat Rev Neurosci       Date:  2014-07-02       Impact factor: 34.870

Review 4.  Persuasion, Influence, and Value: Perspectives from Communication and Social Neuroscience.

Authors:  Emily Falk; Christin Scholz
Journal:  Annu Rev Psychol       Date:  2017-09-27       Impact factor: 24.137

Review 5.  Reward, motivation, and reinforcement learning.

Authors:  Peter Dayan; Bernard W Balleine
Journal:  Neuron       Date:  2002-10-10       Impact factor: 17.173

6.  The cultural niche: why social learning is essential for human adaptation.

Authors:  Robert Boyd; Peter J Richerson; Joseph Henrich
Journal:  Proc Natl Acad Sci U S A       Date:  2011-06-20       Impact factor: 11.205

Review 7.  Social Fear Learning: from Animal Models to Human Function.

Authors:  Jacek Debiec; Andreas Olsson
Journal:  Trends Cogn Sci       Date:  2017-05-22       Impact factor: 20.229

Review 8.  Algorithms for survival: a comparative perspective on emotions.

Authors:  Dominik R Bach; Peter Dayan
Journal:  Nat Rev Neurosci       Date:  2017-03-31       Impact factor: 34.870

Review 9.  Goals and habits in the brain.

Authors:  Ray J Dolan; Peter Dayan
Journal:  Neuron       Date:  2013-10-16       Impact factor: 17.173

Review 10.  The Anterior Cingulate Gyrus and Social Cognition: Tracking the Motivation of Others.

Authors:  Matthew A J Apps; Matthew F S Rushworth; Steve W C Chang
Journal:  Neuron       Date:  2016-05-18       Impact factor: 17.173

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  31 in total

1.  Using reinforcement learning models in social neuroscience: frameworks, pitfalls and suggestions of best practices.

Authors:  Lei Zhang; Lukas Lengersdorff; Nace Mikus; Jan Gläscher; Claus Lamm
Journal:  Soc Cogn Affect Neurosci       Date:  2020-07-30       Impact factor: 3.436

2.  Disrupted Attention to Other's Eyes is Linked to Symptoms of ADHD in Childhood.

Authors:  Matilda A Frick; Karin C Brocki; Linda Halldner Henriksson; Johan Lundin Kleberg
Journal:  Child Psychiatry Hum Dev       Date:  2022-01-17

Review 3.  Social processing by the primate medial frontal cortex.

Authors:  Philip T Putnam; Steve W C Chang
Journal:  Int Rev Neurobiol       Date:  2021-01-23       Impact factor: 3.230

4.  Permutation Entropy as a Universal Disorder Criterion: How Disorders at Different Scale Levels Are Manifestations of the Same Underlying Principle.

Authors:  Rutger Goekoop; Roy de Kleijn
Journal:  Entropy (Basel)       Date:  2021-12-20       Impact factor: 2.524

5.  Learning from other minds: An optimistic critique of reinforcement learning models of social learning.

Authors:  Natalia Vélez; Hyowon Gweon
Journal:  Curr Opin Behav Sci       Date:  2021-03-23

Review 6.  The computational challenge of social learning.

Authors:  Oriel FeldmanHall; Matthew R Nassar
Journal:  Trends Cogn Sci       Date:  2021-09-25       Impact factor: 20.229

7.  Oxytocinergic Feedback Circuitries: An Anatomical Basis for Neuromodulation of Social Behaviors.

Authors:  Arthur Lefevre; Diego Benusiglio; Yan Tang; Quirin Krabichler; Alexandre Charlet; Valery Grinevich
Journal:  Front Neural Circuits       Date:  2021-06-14       Impact factor: 3.492

Review 8.  Reinforcement Learning With Human Advice: A Survey.

Authors:  Anis Najar; Mohamed Chetouani
Journal:  Front Robot AI       Date:  2021-06-01

Review 9.  Is There a 'Social' Brain? Implementations and Algorithms.

Authors:  Patricia L Lockwood; Matthew A J Apps; Steve W C Chang
Journal:  Trends Cogn Sci       Date:  2020-07-28       Impact factor: 20.229

10.  Ageing is associated with disrupted reinforcement learning whilst learning to help others is preserved.

Authors:  Jo Cutler; Marco K Wittmann; Ayat Abdurahman; Luca D Hargitai; Daniel Drew; Masud Husain; Patricia L Lockwood
Journal:  Nat Commun       Date:  2021-07-21       Impact factor: 14.919

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