ArticleCognitive, affective & behavioral neuroscience2021
The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence.
Article in Cognitive, affective & behavioral neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A review on exploration-exploitation trade-off in psychiatric disorders.BMC psychiatry · 2025Pooled it
- Stochastic choice drives variability in patch foraging decisions in humans and rats.Communications psychology · 2026Article
- Human foraging strategies flexibly adapt to resource distribution and time constraints.Cognitive, affective & behavioral neuroscience · 2026Article
- Success-efficient/failure-safe strategy for hierarchical reinforcement motor learning.PLoS computational biology · 2025Article
- Meta-Analysis Reveals That Explore-Exploit Decisions are Dissociable by Activation in the Dorsal Lateral Prefrontal Cortex, Anterior Insula, and the Dorsal Anterior Cingulate Cortex.bioRxiv : the preprint server for biology · 2025Article
- Self-guided transitions and creative idea search: adaptively choosing flexibility versus persistence in divergent and convergent thinking tasks.Royal Society open science · 2025Article
- Navigating Uncertainty: The Role of Mood and Confidence in Decision-Making Flexibility and Performance.Behavioral sciences (Basel, Switzerland) · 2024Article
- You are How You Eat: Foraging Behavior as a Potential Novel Marker of Rat Affective State.Affective science · 2024Article
- Locus coeruleus integrity is related to an exploitation-based decision-making bias in older adulthood.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Dynamic computational phenotyping of human cognition.Nature human behaviour · 2024Article
- Individuals who see the good in the bad engage distinctive default network coordination during post-encoding rest.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Test-retest reliability of behavioral and computational measures of advice taking under volatility.PloS one · 2024Article
- Prolonged Physiological Stress Is Associated With a Lower Rate of Exploratory Learning That Is Compounded by Depression.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2023Article
- Meta-control: From psychology to computational neuroscience.Cognitive, affective & behavioral neuroscience · 2021Review
- Test-retest reliability of computational parameters versus manifest behavior for decisional flexibility in psychosis.Psychological assessmentArticle
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4 authors.
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Abstract
The exploration-exploitation trade-off shows conceptual, functional, and neural analogies with the persistence-flexibility trade-off. We investigated whether mood, which is known to modulate the persistence-flexibility balance, would similarly affect the exploration-exploitation trade-off in a foraging task. More specifically, we tested whether interindividual differences in foraging behavior can be predicted by mood-related arousal and valence. In 119 participants, we assessed mood-related interindividual differences in exploration-exploitation using a foraging task that included minimal task constraints to reduce paradigm-induced biases of individual control tendencies. We adopted the marginal value theorem as a model-based analysis approach, which approximates optimal foraging behavior by tackling the patch-leaving problem. To assess influences of mood on foraging, participants underwent either a positive or negative mood induction. Throughout the experiment, we assessed arousal and valence levels as predictors for explorative/exploitative behavior. Our mood manipulation affected participants' arousal and valence ratings as expected. Moreover, mood-related arousal was found to predict exploration while valence predicted exploitation, which only partly matched our expectations and thereby the proposed conceptual overlap with flexibility and persistence, respectively. The current study provides a first insight into how processes related to arousal and valence differentially modulate foraging behavior. Our results imply that the relationship between exploration-exploitation and flexibility-persistence is more complicated than the semantic overlap between these terms might suggest, thereby calling for further research on the functional, neural, and neurochemical underpinnings of both trade-offs.
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