Search Results - "Dubois, Magda"
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Value-free random exploration is linked to impulsivity
Published in Nature communications (04-08-2022)“…Deciding whether to forgo a good choice in favour of exploring a potentially more rewarding alternative is one of the most challenging arbitrations both in…”
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Journal Article -
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Human complex exploration strategies are enriched by noradrenaline-modulated heuristics
Published in eLife (04-01-2021)“…An exploration-exploitation trade-off, the arbitration between sampling a lesser-known against a known rich option, is thought to be solved using…”
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A conversation on bringing the Registered Report format to Nature Communications
Published in Nature communications (28-11-2022)“…We recently published our first Registered Report entitled ‘Value-free random exploration is linked to impulsivity’. We believe the format offers many benefits…”
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Journal Article Transcript -
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Increased neural response to social rejection in major depression
Published in Depression and anxiety (01-11-2017)“…Background Being a part of community is critical for survival and individuals with major depressive disorder (MDD) have a greater sensitivity to interpersonal…”
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Computational and Cognitive Mechanisms of Exploration Heuristics
Published 01-01-2022“…Should I leave or stay in academia? Many decisions we make require arbitrating between novelty and the benefits of familiar options. This is called the…”
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Dissertation -
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Exploration heuristics decrease during youth
Published in Cognitive, affective, & behavioral neuroscience (01-10-2022)“…Deciding between exploring new avenues and exploiting known choices is central to learning, and this exploration-exploitation trade-off changes during…”
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Journal Article -
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Early-Life Adversities Are Associated With Lower Expected Value Signaling in the Adult Brain
Published in Biological psychiatry (1969) (15-12-2024)“…Early adverse experiences are assumed to affect fundamental processes of reward learning and decision making. However, computational neuroimaging studies…”
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Journal Article -
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Annual Research Review: Developmental computational psychiatry
Published in Journal of child psychology and psychiatry (01-04-2019)“…Most psychiatric disorders emerge during childhood and adolescence. This is also a period that coincides with the brain undergoing substantial growth and…”
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Journal Article -
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Do propranolol and amisulpride modulate confidence in risk-taking?
Published in Wellcome open research (2022)“…Background: Making rational choices and being able to consciously reflect on the goodness of these choices is important for successfully navigating the world…”
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Journal Article -
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Exploration Heuristics During Anxiety – an Online Study
Published in BJPsych open (01-07-2023)“…Aims Every day, we may choose something new randomly (random exploration) or select something new with no prior information (de-novo exploration). The link…”
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Journal Article