Bayes factors for reinforcement-learning models of the Iowa gambling task.

Helen Steingroever; Ruud Wetzels; Eric-Jan Wagenmakers

doi:10.1037/dec0000040

Bayes factors for reinforcement-learning models of the Iowa gambling task.

Decision ◽

10.1037/dec0000040 ◽

2016 ◽

Vol 3 (2) ◽

pp. 115-131 ◽

Cited By ~ 14

Author(s):

Helen Steingroever ◽

Ruud Wetzels ◽

Eric-Jan Wagenmakers

Keyword(s):

Reinforcement Learning ◽

Iowa Gambling Task ◽

Bayes Factors ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

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Supplemental Material for Bayes Factors for Reinforcement-Learning Models of the Iowa Gambling Task

Decision ◽

10.1037/dec0000040.supp ◽

2015 ◽

Keyword(s):

Reinforcement Learning ◽

Iowa Gambling Task ◽

Bayes Factors ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

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Heterogeneity of strategy use in the Iowa gambling task: A comparison of win-stay/lose-shift and reinforcement learning models

Psychonomic Bulletin & Review ◽

10.3758/s13423-012-0324-9 ◽

2012 ◽

Vol 20 (2) ◽

pp. 364-371 ◽

Cited By ~ 61

Author(s):

Darrell A. Worthy ◽

Melissa J. Hawthorne ◽

A. Ross Otto

Keyword(s):

Reinforcement Learning ◽

Iowa Gambling Task ◽

Strategy Use ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

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A Comparison of Reinforcement Learning Models for the Iowa Gambling Task Using Parameter Space Partitioning

The Journal of Problem Solving ◽

10.7771/1932-6246.1150 ◽

2013 ◽

Vol 5 (2) ◽

Cited By ~ 16

Author(s):

Helen Steingroever ◽

Ruud Wetzels ◽

Eric-Jan Wagenmakers

Keyword(s):

Reinforcement Learning ◽

Parameter Space ◽

Iowa Gambling Task ◽

Gambling Task ◽

Learning Models ◽

Space Partitioning ◽

Parameter Space Partitioning ◽

Reinforcement Learning Models

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The role of reinforcement learning models to assess decision-making in the Iowa Gambling Task under the influence of alcohol

Frontiers in Computational Neuroscience ◽

10.3389/conf.fncom.2012.55.00057 ◽

2012 ◽

Vol 6 ◽

Author(s):

Smolka Michael

Keyword(s):

Decision Making ◽

Reinforcement Learning ◽

Iowa Gambling Task ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

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Absolute performance of reinforcement-learning models for the Iowa Gambling Task.

Decision ◽

10.1037/dec0000005 ◽

2014 ◽

Vol 1 (3) ◽

pp. 161-183 ◽

Cited By ~ 29

Author(s):

Helen Steingroever ◽

Ruud Wetzels ◽

Eric-Jan Wagenmakers

Keyword(s):

Reinforcement Learning ◽

Iowa Gambling Task ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

Download Full-text

Supplemental Material for Reconciling Reinforcement Learning Models With Behavioral Extinction and Renewal: Implications for Addiction, Relapse, and Problem Gambling

Psychological Review ◽

10.1037/0033-295x.114.3.784.supp ◽

2007 ◽

Cited By ~ 1

Keyword(s):

Reinforcement Learning ◽

Problem Gambling ◽

Learning Models ◽

Behavioral Extinction ◽

Reinforcement Learning Models

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Effects of Working Memory Capacity on the Speed and Accuracy of Learning in Reinforcement Learning Models

PsycEXTRA Dataset ◽

10.1037/e528942014-552 ◽

2014 ◽

Author(s):

Adnane Ez-Zizi ◽

Simon Farrell ◽

David Leslie

Keyword(s):

Working Memory ◽

Reinforcement Learning ◽

Working Memory Capacity ◽

Memory Capacity ◽

Learning Models ◽

Reinforcement Learning Models ◽

Speed And Accuracy

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Supplemental Material for Reinforcement Learning Models of Risky Choice and the Promotion of Risk-Taking by Losses Disguised as Wins in Rats

Journal of Experimental Psychology Animal Learning and Cognition ◽

10.1037/xan0000141.supp ◽

2017 ◽

Keyword(s):

Reinforcement Learning ◽

Risk Taking ◽

Risky Choice ◽

Learning Models ◽

Losses Disguised As Wins ◽

Reinforcement Learning Models

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Test-retest reliability of canonical reinforcement learning models

10.32470/ccn.2019.1053-0 ◽

2019 ◽

Author(s):

Laura Weidinger ◽

Andrea Gradassi ◽

Lucas Molleman ◽

Wouter van den Bos

Keyword(s):

Reinforcement Learning ◽

Learning Models ◽

Retest Reliability ◽

Reinforcement Learning Models ◽

Test Retest Reliability

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From reinforcement learning models to psychiatric and neurological disorders

Nature Neuroscience ◽

10.1038/nn.2723 ◽

2011 ◽

Vol 14 (2) ◽

pp. 154-162 ◽

Cited By ~ 369

Author(s):

Tiago V Maia ◽

Michael J Frank

Keyword(s):

Reinforcement Learning ◽

Neurological Disorders ◽

Learning Models ◽

Reinforcement Learning Models

Download Full-text