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Optimal policy for attention-modulated decisions explains human fixation behavior

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References

2010Visual fixations and the computation and comparison of value in simple choice1,406 cited
2011Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions728 cited
2008Biasing simple choices by manipulating relative visual attention420 cited
2014Eye tracking and pupillometry are indicators of dissociable latent decision processes.289 cited
2016Optimal policy for value-based decision-making210 cited
2018Gaze Amplifies Value in Decision Making204 cited
2018Speed, Accuracy, and the Optimal Timing of Choices197 cited
2016Computational Precision of Mental Inference as Critical Source of Human Choice Suboptimality181 cited
2020Value-based attention but not divisive normalization influences decisions with multiple alternatives177 cited
2018Attention and choice across domains.121 cited
2011The Drift Diffusion Model Can Account for the Accuracy and Reaction Time of Value-Based Choices Under High and Low Time Pressure120 cited
2017Normalized value coding explains dynamic adaptation in the human valuation process118 cited
2019Optimal policy for multi-alternative decisions102 cited

Cited by

2021The elusiveness of context effects in decision making

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2021Trading mental effort for confidence in the metacognitive control of value-based decision-making65 cited

2022Humans actively sample evidence to support prior beliefs33 cited

2021An uncertainty-based model of the effects of fixation on choice32 cited

2021Value certainty in drift-diffusion models of preferential choice.31 cited

2021Humans actively sample evidence to support prior beliefs.26 cited

2023Peripheral Visual Information Halves Attentional Choice Biases22 cited

2022Multinomial Logit Processes and Preference Discovery: Inside and Outside the Black Box21 cited

2019Fixation patterns in simple choice reflect optimal information sampling18 cited

2022Gaze-dependent evidence accumulation predicts multi-alternative risky choice behaviour16 cited

2022Evidence accumulates for individual attributes during value-based decisions.15 cited

2025A timeline of cognitive costs in decision-making14 cited

2023Complex economic decisions from simple neurocognitive processes: the role of interactive attention13 cited

2022Stronger attentional biases can be linked to higher reward rate in preferential choice12 cited

2024Information Search Within a Web Page: Modeling the Full Sequence of Eye Movement Decisions, Subjective Value Updating, and First Clicks10 cited

2022Considering what we know and what we don't know: Expectations and confidence guide value integration in value-based decision-making10 cited