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Novelty and uncertainty differentially drive exploration across development
15 references·8 citing·51 second hopsampled
Novelty and uncertainty differentially drive exploration across development (2023)Novelty and uncertainty differentially dr…Developmental changes in exploration resemble stochastic optimization (2023)Developmental changes in expl…Time pressure changes how people explore and respond to uncertainty (2022)Time pressure changes how peo…Childhood as a solution to explore–exploit tensions (2020)Childhood as a solution to ex…Searching for Rewards Like a Child Means Less Generalization and More Directed Exploration (2019)Searching for Rewards Like a …A reinforcement learning diffusion decision model for value-based decisions (2019)A reinforcement learning diff…Developmental perspectives on risky and impulsive choice (2018)Developmental perspectives on…Changes in cognitive flexibility and hypothesis search across human life history from childhood to adolescence to adulthood (2017)Changes in cognitive flexibil…Charting the expansion of strategic exploratory behavior during adolescence. (2016)Charting the expansion of str…Humans use directed and random exploration to solve the explore–exploit dilemma. (2014)Humans use directed and rando…Information-seeking, curiosity, and attention: computational and neural mechanisms (2013)Information-seeking, curiosit…Children balance theories and evidence in exploration, explanation, and learning (2012)Children balance theories and…Neural Representation of Subjective Value Under Risk and Ambiguity (2009)Neural Representation of Subj…Striatal Activity Underlies Novelty-Based Choice in Humans (2008)Striatal Activity Underlies N…Serious fun: Preschoolers engage in more exploratory play when evidence is confounded. (2007)Serious fun: Preschoolers eng…Recent developments in modeling preferences: Uncertainty and ambiguity (1992)Recent developments in modeli…Exploration is associated with socioeconomic disparities in learning and academic achievement in adolescence (2025)Exploration is associated wit…Economic risk proneness in middle childhood: Uncertainty-driven exploration or novelty-seeking? (2025)Economic risk proneness in mi…Adaptive Decision‐Making “Fast” and “Slow”: A Model of Creative Thinking (2025)Adaptive Decision‐Making “Fas…Sensitivity to the Instrumental Value of Choice Increases Across Development (2024)Sensitivity to the Instrument…Reviewing explore/exploit decision-making as a transdiagnostic target for psychosis, depression, and anxiety (2024)Reviewing explore/exploit dec…Curiosity: primate neural circuits for novelty and information seeking (2024)Curiosity: primate neural cir…Uncertainty as a driver of the youth mental health crisis (2023)Uncertainty as a driver of th…Changes in adaptation to time horizons across development. (2023)Changes in adaptation to time…Fuzzy sets (1965)Advances in prospect theory: Cumulative representation of uncertainty (1992)Chapter 18 A survey of behavioral finance (2003)Measuring Expectations (2004)“Economic man” in cross-cultural perspective: Behavioral experiments in 15 small-scale societies (2005)Theory of games and economic behavior (2019)Conflict, arousal, and curiosity. (1960)The psychology of curiosity: A review and reinterpretation. (1994)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Intrinsic motivation, curiosity, and learning (2016)The Emerging Neuroscience of Intrinsic Motivation: A New Frontier in Self-Determination Research (2017)Towards a neuroscience of active sampling and curiosity (2018)A Handbook of Child Psychology (1932)Confirmation Bias: A Ubiquitous Phenomenon in Many Guises (1998)The origins of inquiry: inductive inference and exploration in early childhood (2012)Measuring with Murray: Touchscreen technology and preschoolers' STEM learning (2016)The role of prior knowledge and curiosity in learning (2019)The growth of logical thinking: From childhood to adolescence. (1958)Origins of knowledge. (1992)Children’s scientific curiosity: In search of an operational definition of an elusive concept (2012)Accessing the Inaccessible: Redefining Play as a Spectrum (2018)The Power of Play: A Pediatric Role in Enhancing Development in Young Children (2018)Risk, Ambiguity, and the Savage Axioms (1961)Individual Choice Behavior (1962)The Psychology and Neuroscience of Curiosity (2015)A reward-learning framework of knowledge acquisition: An integrated account of curiosity, interest, and intrinsic–extrinsic rewards. (2022)THE TRIDIMENSIONAL PERSONALITY QUESTIONNAIRE: U.S. NORMATIVE DATA (1991)Consumer and Market Drivers of the Trial Probability of New Consumer Packaged Goods (2003)Neuroeconomics: cross-currents in research on decision-making (2006)Self-Directed Learning (2012)Novelty or Surprise? (2013)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Mind the gap: bridging economic and naturalistic risk-taking with cognitive neuroscience (2010)Adolescents’ risk-taking behavior is driven by tolerance to ambiguity (2012)Anxiety and Decision-Making (2012)Attribution theory in social psychology (1967)The attribution of attitudes (1967)Early language acquisition: cracking the speech code (2004)Children are more exploratory and learn more than adults in an approach-avoid task (2021)Understanding Human Cognitive Uniqueness (2021)Decision field theory: A dynamic-cognitive approach to decision making in an uncertain environment. (1993)Visual fixations and the computation and comparison of value in simple choice (2010)Value-based attention but not divisive normalization influences decisions with multiple alternatives (2020)Context-dependent choice and evaluation in real-world consumer behavior (2022)A Cognitive Computational Approach to Social and Collective Decision-Making (2023)The processes of causal attribution. (1973)The Cultural Origins of Human Cognition (2000)The Origin of Concepts (2000)The adaptive origins of uniquely human sociality (2020)A psychologically rich life: Beyond happiness and meaning. (2021)
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References

  • 1992Recent developments in modeling preferences: Uncertainty and ambiguity1,795 cited
  • 2013Information-seeking, curiosity, and attention: computational and neural mechanisms784 cited
  • 2014Humans use directed and random exploration to solve the explore–exploit dilemma.578 cited
  • 2009Neural Representation of Subjective Value Under Risk and Ambiguity507 cited
  • 2007Serious fun: Preschoolers engage in more exploratory play when evidence is confounded.461 cited
  • 2017Changes in cognitive flexibility and hypothesis search across human life history from childhood to adolescence to adulthood329 cited
  • 2020Childhood as a solution to explore–exploit tensions322 cited
  • 2008Striatal Activity Underlies Novelty-Based Choice in Humans277 cited
  • 2012Children balance theories and evidence in exploration, explanation, and learning262 cited
  • 2019A reinforcement learning diffusion decision model for value-based decisions193 cited
  • 2016Charting the expansion of strategic exploratory behavior during adolescence.158 cited
  • 2019Searching for Rewards Like a Child Means Less Generalization and More Directed Exploration157 cited
  • 2022Time pressure changes how people explore and respond to uncertainty84 cited
  • 2018Developmental perspectives on risky and impulsive choice69 cited

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  • 2023Developmental changes in exploration resemble stochastic optimization63 cited
  • Cited by

    • 2023Uncertainty as a driver of the youth mental health crisis76 cited
    • 2024Curiosity: primate neural circuits for novelty and information seeking44 cited
    • 2024Reviewing explore/exploit decision-making as a transdiagnostic target for psychosis, depression, and anxiety17 cited
    • 2025Adaptive Decision‐Making “Fast” and “Slow”: A Model of Creative Thinking14 cited
    • 2025Exploration is associated with socioeconomic disparities in learning and academic achievement in adolescence8 cited
    • 2023Changes in adaptation to time horizons across development.5 cited
    • 2024Sensitivity to the Instrumental Value of Choice Increases Across Development4 cited
    • 2025Economic risk proneness in middle childhood: Uncertainty-driven exploration or novelty-seeking?2 cited