Literature DB >> 30767806

Although optimal models are useful, optimality claims are not that common.

Claire Chambers1, Konrad Paul Kording1.   

Abstract

Rahnev & Denison (R&D) argue that human behavior is often described as "optimal," despite many previous findings of suboptimality. We address how the literature handles these concepts and discuss our own findings on suboptimality. Although we agree that the field should embrace the "systematic weirdness of human behavior" (sect. 6, para. 1), this does not detract from the value of the Bayesian approach.

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Mesh:

Year:  2018        PMID: 30767806      PMCID: PMC9339264          DOI: 10.1017/S0140525X18001462

Source DB:  PubMed          Journal:  Behav Brain Sci        ISSN: 0140-525X            Impact factor:   21.357


  12 in total

Review 1.  Object perception as Bayesian inference.

Authors:  Daniel Kersten; Pascal Mamassian; Alan Yuille
Journal:  Annu Rev Psychol       Date:  2004       Impact factor: 24.137

2.  How the Bayesians got their beliefs (and what those beliefs actually are): comment on Bowers and Davis (2012).

Authors:  Thomas L Griffiths; Nick Chater; Dennis Norris; Alexandre Pouget
Journal:  Psychol Bull       Date:  2012-05       Impact factor: 17.737

Review 3.  Heuristic decision making.

Authors:  Gerd Gigerenzer; Wolfgang Gaissmaier
Journal:  Annu Rev Psychol       Date:  2011       Impact factor: 24.137

4.  Bayesian decision theory in sensorimotor control.

Authors:  Konrad P Körding; Daniel M Wolpert
Journal:  Trends Cogn Sci       Date:  2006-06-27       Impact factor: 20.229

5.  Bayesian decision theory as a model of human visual perception: testing Bayesian transfer.

Authors:  Laurence T Maloney; Pascal Mamassian
Journal:  Vis Neurosci       Date:  2009-02-05       Impact factor: 3.241

6.  Judgment under Uncertainty: Heuristics and Biases.

Authors:  A Tversky; D Kahneman
Journal:  Science       Date:  1974-09-27       Impact factor: 47.728

Review 7.  Bayesian models: the structure of the world, uncertainty, behavior, and the brain.

Authors:  Iris Vilares; Konrad Kording
Journal:  Ann N Y Acad Sci       Date:  2011-04       Impact factor: 5.691

8.  Not noisy, just wrong: the role of suboptimal inference in behavioral variability.

Authors:  Jeffrey M Beck; Wei Ji Ma; Xaq Pitkow; Peter E Latham; Alexandre Pouget
Journal:  Neuron       Date:  2012-04-12       Impact factor: 17.173

Review 9.  Do humans make good decisions?

Authors:  Christopher Summerfield; Konstantinos Tsetsos
Journal:  Trends Cogn Sci       Date:  2014-12-06       Impact factor: 20.229

10.  On the origins of suboptimality in human probabilistic inference.

Authors:  Luigi Acerbi; Sethu Vijayakumar; Daniel M Wolpert
Journal:  PLoS Comput Biol       Date:  2014-06-19       Impact factor: 4.475

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