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Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration
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Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration (2008)Should I stay or should I go? How the hum…Time pressure changes how people explore and respond to uncertainty (2021)Time pressure changes how peo…Protection from uncertainty in the exploration/exploitation trade-off. (2021)Protection from uncertainty i…An empirical evaluation of active inference in multi-armed bandits (2021)An empirical evaluation of ac…Balancing exploration and exploitation with information and randomization (2020)Balancing exploration and exp…Understanding Doctor Decision Making: The Case of Depression (2018)Understanding Doctor Decision…To act fast or to bide time? Adaptive exploration under competitive pressure (2018)To act fast or to bide time? …Exploration in the wild (2018)Exploration in the wildAversion to option loss in a restless bandit task (2018)Aversion to option loss in a …Information versus reward in a changing world (2014)Information versus reward in …Foraging across the life span: is there a reduction in exploration with aging? (2013)Foraging across the life span…The Origins of Options (2012)The Origins of OptionsDo not Bet on the Unknown Versus Try to Find Out More: Estimation Uncertainty and “Unexpected Uncertainty” Both Modulate Exploration (2012)Do not Bet on the Unknown Ver…The Value of Foresight: How Prospection Affects Decision-Making (2011)The Value of Foresight: How P…The cognitive mechanisms of optimal sampling (2011)The cognitive mechanisms of o…Social Performance Cues Induce Behavioral Flexibility in Humans (2011)Social Performance Cues Induc…Frame Analysis: An Essay on the Organization of Experience. (1975)Feeling and thinking: Preferences need no inferences. (1980)Social Foundations of Thought and Action : A Social Cognitive Theory (1985)Why we should talk about option generation in decision-making research (2013)Social identity and cooperation in cultural evolution (2017)Niche diversity can explain cross-cultural differences in personality structure (2019)A Theory of Social Comparison Processes (1954)Exploration and Exploitation in Organizational Learning (1991)What shapes social decision making? (2014)Animal and human innovation: novel problems and novel solutions (2016)Diffusion of Innovations 1 (2019)Anticipation and the Valuation of Delayed Consumption (1987)Self-projection and the brain (2006)Action simulation in the human brain: Twelve questions (2013)Effects of emotion on prospection during decision-making (2014)Action perception as hypothesis testing (2017)Theory of games and economic behavior (2019)Le Comportement de l'Homme Rationnel devant le Risque: Critique des Postulats et Axiomes de l'Ecole Americaine (1953)Risk, Ambiguity, and the Savage Axioms (1961)Decisions from Experience and the Effect of Rare Events in Risky Choice (2004)Attenuated Directed Exploration during Reinforcement Learning in Gambling Disorder (2021)Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making (2022)Humans adaptively resolve the explore-exploit dilemma under cognitive constraints: Evidence from a multi-armed bandit task (2022)Rational choice and the structure of the environment. (1956)ON THE LAW OF EFFECT 1 (1970)Reasoning the fast and frugal way: Models of bounded rationality. (1996)Approaches to Learning to Control Dynamic Uncertainty (2015)The processing-speed theory of adult age differences in cognition. (1996)A domain‐specific risk‐attitude scale: measuring risk perceptions and risk behaviors (2002)Patterns of mean-level change in personality traits across the life course: A meta-analysis of longitudinal studies. (2006)Psychological Distance Promotes Transcending of Local Maxima (2017)Dynamic computational phenotyping of human cognition (2024)The dynamics of explore-exploit decisions suggest a threshold mechanism for reduced random exploration in older adults (2025)Bandit Processes and Dynamic Allocation Indices (1979)Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions (2011)Unpacking the exploration–exploitation tradeoff: A synthesis of human and animal literatures. (2015)When even the smartest fail to prioritise: overuse of information can decrease decision accuracy (2022)Elimination by aspects: A theory of choice. (1972)Finite-time Analysis of the Multiarmed Bandit Problem (2002)An Empirical Evaluation of Thompson Sampling (2011)Transdiagnostic computations of uncertainty: towards a new lens on intolerance of uncertainty (2023)Animal intelligence; experimental studies (1911)Representativeness Revisited: Attribute Substitution in Intuitive Judgment (2002)Human reliability assessment in hydrogen refuelling stations: A system dynamic approach (2023)Similarity and Consistency in Algorithm-Guided Exploration (2023)The form of uncertainty affects selection for social learning (2023)Recent developments in modeling preferences: Uncertainty and ambiguity (1992)The Four-Phase Model of Interest Development (2006)Inefficient Prioritization of Task-Relevant Attributes During Instrumental Information Demand (2022)
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  • 2013Foraging across the life span: is there a reduction in exploration with aging?85 cited
  • 2011The Value of Foresight: How Prospection Affects Decision-Making64 cited
  • 2012Do not Bet on the Unknown Versus Try to Find Out More: Estimation Uncertainty and “Unexpected Uncertainty” Both Modulate Exploration54 cited
  • 2021An empirical evaluation of active inference in multi-armed bandits45 cited
  • 2012The Origins of Options40 cited
  • 2011Social Performance Cues Induce Behavioral Flexibility in Humans23 cited
  • 2021Time pressure changes how people explore and respond to uncertainty14 cited
  • 2011The cognitive mechanisms of optimal sampling13 cited
  • 2021Protection from uncertainty in the exploration/exploitation trade-off.13 cited
  • 2020Balancing exploration and exploitation with information and randomization10 cited
  • 2014Information versus reward in a changing world8 cited
  • 2018Understanding Doctor Decision Making: The Case of Depression2 cited
  • 2018To act fast or to bide time? Adaptive exploration under competitive pressure2 cited
  • 2018Exploration in the wild1 cited
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Aversion to option loss in a restless bandit task
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