Literature DB >> 18708140

Reinforcement learning: the good, the bad and the ugly.

Peter Dayan1, Yael Niv.   

Abstract

Reinforcement learning provides both qualitative and quantitative frameworks for understanding and modeling adaptive decision-making in the face of rewards and punishments. Here we review the latest dispatches from the forefront of this field, and map out some of the territories where lie monsters.

Mesh：

Year:  2008        PMID： 18708140     DOI： 10.1016/j.conb.2008.08.003

Source DB:  PubMed          Journal:  Curr Opin Neurobiol        ISSN： 0959-4388            Impact factor:   6.627


  134 in total

1.  Representations of appetitive and aversive information in the primate orbitofrontal cortex.

Authors:  Sara E Morrison; C Daniel Salzman
Journal:  Ann N Y Acad Sci       Date:  2011-12       Impact factor: 5.691

2.  A pallidus-habenula-dopamine pathway signals inferred stimulus values.

Authors:  Ethan S Bromberg-Martin; Masayuki Matsumoto; Simon Hong; Okihide Hikosaka
Journal:  J Neurophysiol       Date:  2010-06-10       Impact factor: 2.714

Review 3.  Dopamine in motivational control: rewarding, aversive, and alerting.

Authors:  Ethan S Bromberg-Martin; Masayuki Matsumoto; Okihide Hikosaka
Journal:  Neuron       Date:  2010-12-09       Impact factor: 17.173

4.  Neural correlates of cognitive dissonance and choice-induced preference change.

Authors:  Keise Izuma; Madoka Matsumoto; Kou Murayama; Kazuyuki Samejima; Norihiro Sadato; Kenji Matsumoto
Journal:  Proc Natl Acad Sci U S A       Date:  2010-12-06       Impact factor: 11.205

5.  Neural basis of the undermining effect of monetary reward on intrinsic motivation.

Authors:  Kou Murayama; Madoka Matsumoto; Keise Izuma; Kenji Matsumoto
Journal:  Proc Natl Acad Sci U S A       Date:  2010-11-15       Impact factor: 11.205

6.  Perceptual Salience and Reward Both Influence Feedback-Related Neural Activity Arising from Choice.

Authors:  Bin Lou; Wha-Yin Hsu; Paul Sajda
Journal:  J Neurosci       Date:  2015-09-23       Impact factor: 6.167

Review 7.  The neural bases of emotion regulation.

Authors:  Amit Etkin; Christian Büchel; James J Gross
Journal:  Nat Rev Neurosci       Date:  2015-11       Impact factor: 34.870

Review 8.  Ventral striatum: a critical look at models of learning and evaluation.

Authors:  Matthijs A A van der Meer; A David Redish
Journal:  Curr Opin Neurobiol       Date:  2011-03-21       Impact factor: 6.627

9.  The effect of single-dose methylphenidate on the rate of error-driven learning in healthy males: a randomized controlled trial.

Authors:  Jonathon R Howlett; He Huang; Cédric M Hysek; Martin P Paulus
Journal:  Psychopharmacology (Berl)       Date:  2017-09-01       Impact factor: 4.530

10.  Self-affirmation enhances the processing of uncertainty: An event-related potential study.

Authors:  Ruolei Gu; Jing Yang; Ziyan Yang; Zihang Huang; Mingzheng Wu; Huajian Cai
Journal:  Cogn Affect Behav Neurosci       Date:  2019-04       Impact factor: 3.282
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