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Human Collective Intelligence under Dual Exploration-Exploitation Dilemmas
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Multi‐Armed Bandit Allocation Indices
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Social influences on foraging in vertebrates: causal mechanisms and adaptive functions
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Value-Difference Based Exploration: Adaptive Control between Epsilon-Greedy and Softmax
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Collective decision-making in honey bees: how colonies choose among nectar sources
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Collective decision making through food recruitment
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z-Tree: Zurich toolbox for ready-made economic experiments
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Ambiguity aversion in multi-armed bandit problems
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Linear recruitment leads to allocation and flexibility in collective foraging by ants
inferredcites →https://doi.org/10.1016/j.evolhumbehav.2005.04.003openalex-snapshot
Applying evolutionary models to the laboratory study of social learning
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Humans copy rapidly increasing choices in a multiarmed bandit problem
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“To eat or not to be eaten?” Collective risk-monitoring in groups
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Consensus decision making in animals
inferredcites →https://doi.org/10.1016/j.tree.2009.06.016openalex-snapshot
Swarm intelligence in animals and humans
inferredcites →https://doi.org/10.1016/s0065-2806(08)00002-7openalex-snapshot
Collective Decision-Making and Foraging Patterns in Ants and Honeybees
inferredcites →https://doi.org/10.1016/s1090-5138(02)00101-0openalex-snapshot
Cost–benefit analysis of social/cultural learning in a nonstationary uncertain environment
inferredcites →https://doi.org/10.1016/s1090-5138(03)00015-1openalex-snapshot
Does social/cultural learning increase human adaptability?
inferredcites →https://doi.org/10.1023/a:1013689704352openalex-snapshot
Finite-time Analysis of the Multiarmed Bandit Problem
inferredcites →https://doi.org/10.1037/a0020699openalex-snapshot
Democracy under uncertainty: The wisdom of crowds and the free-rider problem in group decision making.
inferredcites →https://doi.org/10.1037/h0093718openalex-snapshot
Studies of independence and conformity: I. A minority of one against a unanimous majority.
inferredcites →https://doi.org/10.1038/nature04766openalex-snapshot
Cortical substrates for exploratory decisions in humans
inferredcites →https://doi.org/10.1073/pnas.1008636108openalex-snapshot
How social influence can undermine the wisdom of crowd effect
inferredcites →https://doi.org/10.1073/pnas.92.19.8584openalex-snapshot
Sequential choice from several populations.
inferredcites →https://doi.org/10.1090/s0002-9904-1952-09620-8openalex-snapshot
Some aspects of the sequential design of experiments
inferredcites →https://doi.org/10.1093/beheco/13.6.757openalex-snapshot
Bees in two-armed bandit situations: foraging choices and possible decision mechanisms
inferredcites →https://doi.org/10.1098/rsbl.2011.0067openalex-snapshot
Synergy between social and private information increases foraging efficiency in ants
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Learning in a game context: strategy choice by some keeps learning from evolving in others
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Accurate decisions in an uncertain world: collective cognition increases true positives while decreasing false positives
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Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration
inferredcites →https://doi.org/10.1098/rstb.2008.0131openalex-snapshot
Beyond existence and aiming outside the laboratory: estimating frequency-dependent and pay-off-biased social learning strategies
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Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1109/tnn.2004.842673openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1111/1468-0262.00170openalex-snapshot
Incomplete Learning from Endogenous Data in Dynamic Allocation
inferredcites →https://doi.org/10.1111/j.1558-5646.2009.00817.xopenalex-snapshot
ROGERS’ PARADOX RECAST AND RESOLVED: POPULATION STRUCTURE AND THE EVOLUTION OF SOCIAL LEARNING STRATEGIES
inferredcites →https://doi.org/10.1111/j.2517-6161.1979.tb01068.xopenalex-snapshot
Bandit Processes and Dynamic Allocation Indices
inferredcites →https://doi.org/10.1126/science.1121066openalex-snapshot
Experimental Study of Inequality and Unpredictability in an Artificial Cultural Market
inferredcites →https://doi.org/10.1126/science.1184719openalex-snapshot
Why Copy Others? Insights from the Social Learning Strategies Tournament
inferredcites →https://doi.org/10.1126/science.1240466openalex-snapshot
Social Influence Bias: A Randomized Experiment
inferredcites →https://doi.org/10.1177/1368430212451863openalex-snapshot
Is consensus-seeking unique to humans? A selective review of animal group decision-making and its implications for (human) social psychology
inferredcites →https://doi.org/10.1525/aa.1988.90.4.02a00030openalex-snapshot
Does Biology Constrain Culture?
inferredcites →https://doi.org/10.1525/aa.2007.109.4.727openalex-snapshot
Critical Social Learning: A Solution to Rogers's Paradox of Nonadaptive Culture
inferredcites →https://doi.org/10.2307/2582852openalex-snapshot
Bandit Problems, Sequential Allocation of Experiments.
inferredcites →https://doi.org/10.2307/2982809openalex-snapshot
Multi-Armed Bandit Allocation Indices.
inferredcites →https://doi.org/10.5860/choice.42-1645openalex-snapshot
The wisdom of crowds: why the many are smarter than the few and how collective wisdom shapes business, economies, societies and nations
inferredcites →https://doi.org/10.5860/choice.49-4527openalex-snapshot
Cultural evolution: how Darwinian theory can explain human culture and synthesize the social sciences
inferredcites →https://doi.org/10.7208/chicago/9780226520452.001.0001openalex-snapshot
Cultural Evolution
inferredcites →https://doi.org/10.7208/chicago/9780226712130.001.0001openalex-snapshot
Not By Genes Alone
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.3942930openalex-extracted
An Exploratory Analysis of the Multi-Armed Bandit Problem
inferred← citeshttps://doi.org/10.1002/asi.24147openalex-snapshot
Social Information as a Means to Enhance Engagement in Citizen Science‐Based Telerehabilitation
inferred← citeshttps://doi.org/10.1007/978-3-030-84698-5_4openalex-snapshot
Group Collective Intelligence
inferred← citeshttps://doi.org/10.1007/978-3-031-97638-4_19openalex-snapshot
Agent-Based Modeling at the Micro-Scale of Urban Environments: A Framework Integrating Imitation in Pedestrian Wayfinding
inferred← citeshttps://doi.org/10.1007/978-3-319-75690-5_21openalex-snapshot
Review of Collective Intelligence Used in Energy Applications
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Can Cooperation Evolve When False Gossip Spreads?
inferred← citeshttps://doi.org/10.1007/s00146-017-0720-9openalex-snapshot
Can small groups avoid the tragedy of the commons?
inferred← citeshttps://doi.org/10.1007/s00354-016-0306-yopenalex-snapshot
Interactive Restless Multi-armed Bandit Game and Swarm Intelligence Effect
inferred← citeshttps://doi.org/10.1007/s10071-023-01782-1openalex-snapshot
Thoughts from the forest floor: a review of cognition in the slime mould Physarum polycephalum
inferred← citeshttps://doi.org/10.1016/j.cognition.2020.104469openalex-snapshot
Bayesian collective learning emerges from heuristic social learning
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Observational learning of exploration-exploitation strategies in bandit tasks
inferred← citeshttps://doi.org/10.1016/j.evolhumbehav.2016.11.001openalex-snapshot
Individual differences in learning behaviours in humans: Asocial exploration tendency does not predict reliance on social learning
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How do we decide when (not) to free-ride? Risk tolerance predicts behavioral plasticity in cooperation
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A model for gossip-mediated evolution of altruism with various types of false information by speakers and assessment by listeners
inferred← citeshttps://doi.org/10.1016/j.physa.2020.124314openalex-snapshot
Optimal learning dynamics of multiagent system in restless multiarmed bandit game
inferred← citeshttps://doi.org/10.1017/ehs.2024.29openalex-snapshot
When to stop social learning from a predecessor in an information-foraging task
inferred← citeshttps://doi.org/10.1038/s41467-026-77762-zopenalex-snapshot
Payoff selectivity drives collective intelligence during dynamic resource tracking in humans
inferred← citeshttps://doi.org/10.1038/s41562-018-0518-xopenalex-snapshot
Social learning strategies regulate the wisdom and madness of interactive crowds
inferred← citeshttps://doi.org/10.1038/s41598-017-01750-zopenalex-snapshot
Nash Equilibrium of Social-Learning Agents in a Restless Multiarmed Bandit Game
inferred← citeshttps://doi.org/10.1038/s41598-019-38560-4openalex-snapshot
The Expression and Transfer of Valence Associated with Social Conformity
inferred← citeshttps://doi.org/10.1038/s41598-020-80041-6openalex-snapshot
Haptic communication optimises joint decisions and affords implicit confidence sharing
inferred← citeshttps://doi.org/10.1038/s41598-022-12126-3openalex-snapshot
Insights about the common generative rule underlying an information foraging task can be facilitated via collective search
inferred← citeshttps://doi.org/10.1038/s44159-022-00054-yopenalex-snapshot
Information aggregation and collective intelligence beyond the wisdom of crowds
inferred← citeshttps://doi.org/10.1073/pnas.2404928121openalex-snapshot
Humans flexibly integrate social information despite interindividual differences in reward
inferred← citeshttps://doi.org/10.1073/pnas.2516827122openalex-snapshot
How social learning enhances—or undermines—efficiency and flexibility in collective decision-making under uncertainty
inferred← citeshttps://doi.org/10.1098/rsif.2016.0030openalex-snapshot
Decision-making without a brain: how an amoeboid organism solves the two-armed bandit
inferred← citeshttps://doi.org/10.1098/rsos.231108openalex-snapshot
Exploring new technologies for the future generation: exploration–exploitation trade-off in an intergenerational framework
inferred← citeshttps://doi.org/10.1098/rstb.2017.0239openalex-snapshot
The impact of the ‘open’ workspace on human collaboration
inferred← citeshttps://doi.org/10.1098/rstb.2022.0405openalex-snapshot
Efficiency traps beyond the climate crisis: exploration–exploitation trade-offs and rebound effects
inferred← citeshttps://doi.org/10.1101/2021.02.22.432286openalex-snapshot
Conformist social learning leads to self-organised prevention against adverse bias in risky decision making
inferred← citeshttps://doi.org/10.1103/physreve.94.052301openalex-snapshot
Phase transition of social learning collectives and the echo chamber
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Inferential power in identifying frequency‐dependent social learning strengthened by increasing behavioural options
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A Social Interpolation Model of Group Problem‐Solving
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Group decision-making from an evolutionary/adaptationist perspective
inferred← citeshttps://doi.org/10.1177/26339137241228858openalex-snapshot
Evolution of explorative and exploitative search strategies in collective foraging
inferred← citeshttps://doi.org/10.1186/s12911-019-0882-0openalex-snapshot
Collective intelligence in medical decision-making: a systematic scoping review
inferred← citeshttps://doi.org/10.1287/mnsc.2023.4842openalex-snapshot
Learning what they think vs. learning what they do: The micro-foundations of vicarious learning
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Enactment or Exploration: Two Roles for Philosophy in the Novel of Ideas
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Meta-control of social learning strategies
inferred← citeshttps://doi.org/10.1371/journal.pone.0204462openalex-snapshot
Adolescents show collective intelligence which can be driven by a geometric mean rule of thumb
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Best-of-n decision making by human groups
inferred← citeshttps://doi.org/10.1527/tjsai.30-6_jwein-bopenalex-snapshot
Interactive Restless Multi-armed Bandit Game and Swarm Intelligence Effect
inferred← citeshttps://doi.org/10.1609/aaai.v33i01.33016112openalex-snapshot
Leveraging Observations in Bandits: Between Risks and Benefits
inferred← citeshttps://doi.org/10.21203/rs.3.rs-1230730/v1openalex-snapshot
Collective Intelligence Under a Volatile Task Environment: a Behavioral Experiment Using Social Networks and Computer Simulations
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Characterization and Comparison of the Utilization of Facebook Groups Between Public Medical Professionals and Technical Communities to Facilitate Idea Sharing and Crowdsourcing During the COVID-19 Pandemic: Cross-sectional Observational Study
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It’s time to stand on my own feet: When to stop social learning from a predecessor in a laboratory information-foraging task
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Humans flexibly integrate social information despite interindividual differences in reward
inferred← citeshttps://doi.org/10.31234/osf.io/upv8kopenalex-snapshot
Social information can undermine individual performance in exploration-exploitation tasks
inferred← citeshttps://doi.org/10.3389/feduc.2022.902251openalex-snapshot
A distributed model of collective creativity in free play
inferred← citeshttps://doi.org/10.3389/fncir.2026.1781811openalex-snapshot
Social learning and exploration–exploitation dilemma in decision-making
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Interaction among participants in a collective intelligence experiment: an emotional approach
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Collective Intelligence in Online Education
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Cross-Cultural Aspects of Collective Intelligence Online
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Collective Intelligence in Online Education
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Collective Intelligence under a Volatile Task Environment: A Behavioral Experiment Using Social Networks and Computer Simulations
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Research and trends in the studies of Collective Intelligence from 2012 to 2015
inferred← citeshttps://doi.org/10.48550/arxiv.1703.10970openalex-snapshot
Diversity of preferences can increase collective welfare in sequential exploration problems
inferred← citeshttps://doi.org/10.56280/1564736810openalex-snapshot
All intelligence is collective intelligence
inferred← citeshttps://doi.org/10.5821/dissertation-2117-110441openalex-snapshot
Modelo de educación de la inteligencia colectiva
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De l'efficacité collaborative à l'intelligence collective : mise en œuvre instrumentale en situation d'apprentissage
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Conformist social learning leads to self-organised prevention against adverse bias in risky decision making
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