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Learning Where to Look for High Value Improves Decision Making Asymmetrically

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Journal Front Psychol
Date 2017 Dec 1
PMID 29187831
Citations 4
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Abstract

Decision making in any brain is imperfect and costly in terms of time and energy. Operating under such constraints, an organism could be in a position to improve performance if an opportunity arose to exploit informative patterns in the environment being searched. Such an improvement of performance could entail both faster and more accurate (i.e., reward-maximizing) decisions. The present study investigated the extent to which human participants could learn to take advantage of immediate patterns in the spatial arrangement of serially presented foods such that a region of space would consistently be associated with greater subjective value. Eye movements leading up to choices demonstrated rapidly induced biases in the selective allocation of visual fixation and attention that were accompanied by both faster and more accurate choices of desired goods as implicit learning occurred. However, for the control condition with its spatially balanced reward environment, these subjects exhibited preexisting lateralized biases for eye and hand movements (i.e., leftward and rightward, respectively) that could act in opposition not only to each other but also to the orienting biases elicited by the experimental manipulation, producing an asymmetry between the left and right hemifields with respect to performance. Potentially owing at least in part to learned cultural conventions (e.g., reading from left to right), the findings herein particularly revealed an intrinsic leftward bias underlying initial saccades in the midst of more immediate feedback-directed processes for which spatial biases can be learned flexibly to optimize oculomotor and manual control in value-based decision making. The present study thus replicates general findings of learned attentional biases in a novel context with inherently rewarding stimuli and goes on to further elucidate the interactions between endogenous and exogenous biases.

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References
1.
Pearce J, Hall G . A model for Pavlovian learning: variations in the effectiveness of conditioned but not of unconditioned stimuli. Psychol Rev. 1980; 87(6):532-52. View

2.
Ito R, Robbins T, Pennartz C, Everitt B . Functional interaction between the hippocampus and nucleus accumbens shell is necessary for the acquisition of appetitive spatial context conditioning. J Neurosci. 2008; 28(27):6950-9. PMC: 3844800. DOI: 10.1523/JNEUROSCI.1615-08.2008. View

3.
Reynolds J, Chelazzi L . Attentional modulation of visual processing. Annu Rev Neurosci. 2004; 27:611-47. DOI: 10.1146/annurev.neuro.26.041002.131039. View

4.
Le Pelley M, Pearson D, Griffiths O, Beesley T . When goals conflict with values: counterproductive attentional and oculomotor capture by reward-related stimuli. J Exp Psychol Gen. 2014; 144(1):158-171. DOI: 10.1037/xge0000037. View

5.
DeSimone R, Duncan J . Neural mechanisms of selective visual attention. Annu Rev Neurosci. 1995; 18:193-222. DOI: 10.1146/annurev.ne.18.030195.001205. View