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Mood as Representation of Momentum

Experiences affect mood, which in turn affects subsequent experiences. Recent studies suggest two specific principles. First, mood depends on how recent reward outcomes differ from expectations. Second, mood biases the way we perceive outcomes (e.g., rewards), and this bias affects learning about th...

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Detalles Bibliográficos
Autores principales: Eldar, Eran, Rutledge, Robb B., Dolan, Raymond J., Niv, Yael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4703769/
https://www.ncbi.nlm.nih.gov/pubmed/26545853
http://dx.doi.org/10.1016/j.tics.2015.07.010
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author Eldar, Eran
Rutledge, Robb B.
Dolan, Raymond J.
Niv, Yael
author_facet Eldar, Eran
Rutledge, Robb B.
Dolan, Raymond J.
Niv, Yael
author_sort Eldar, Eran
collection PubMed
description Experiences affect mood, which in turn affects subsequent experiences. Recent studies suggest two specific principles. First, mood depends on how recent reward outcomes differ from expectations. Second, mood biases the way we perceive outcomes (e.g., rewards), and this bias affects learning about those outcomes. We propose that this two-way interaction serves to mitigate inefficiencies in the application of reinforcement learning to real-world problems. Specifically, we propose that mood represents the overall momentum of recent outcomes, and its biasing influence on the perception of outcomes ‘corrects’ learning to account for environmental dependencies. We describe potential dysfunctions of this adaptive mechanism that might contribute to the symptoms of mood disorders.
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spelling pubmed-47037692016-01-08 Mood as Representation of Momentum Eldar, Eran Rutledge, Robb B. Dolan, Raymond J. Niv, Yael Trends Cogn Sci Opinion Experiences affect mood, which in turn affects subsequent experiences. Recent studies suggest two specific principles. First, mood depends on how recent reward outcomes differ from expectations. Second, mood biases the way we perceive outcomes (e.g., rewards), and this bias affects learning about those outcomes. We propose that this two-way interaction serves to mitigate inefficiencies in the application of reinforcement learning to real-world problems. Specifically, we propose that mood represents the overall momentum of recent outcomes, and its biasing influence on the perception of outcomes ‘corrects’ learning to account for environmental dependencies. We describe potential dysfunctions of this adaptive mechanism that might contribute to the symptoms of mood disorders. Elsevier Science 2016-01 /pmc/articles/PMC4703769/ /pubmed/26545853 http://dx.doi.org/10.1016/j.tics.2015.07.010 Text en © 2015 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Opinion
Eldar, Eran
Rutledge, Robb B.
Dolan, Raymond J.
Niv, Yael
Mood as Representation of Momentum
title Mood as Representation of Momentum
title_full Mood as Representation of Momentum
title_fullStr Mood as Representation of Momentum
title_full_unstemmed Mood as Representation of Momentum
title_short Mood as Representation of Momentum
title_sort mood as representation of momentum
topic Opinion
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4703769/
https://www.ncbi.nlm.nih.gov/pubmed/26545853
http://dx.doi.org/10.1016/j.tics.2015.07.010
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