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Active learning reveals underlying decision strategies
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/9780470752937.ch4openalex-snapshot
Fast and Frugal Heuristics: The Tools of Bounded Rationality
inferredcites →https://doi.org/10.1002/j.1538-7305.1948.tb00917.xopenalex-snapshot
A Mathematical Theory of Communication
inferredcites →https://doi.org/10.1002/j.1538-7305.1948.tb01338.xopenalex-snapshot
A Mathematical Theory of Communication
inferredcites →https://doi.org/10.1007/s10339-009-0337-0openalex-snapshot
Good judgments do not require complex cognition
inferredcites →https://doi.org/10.1016/0378-3758(89)90004-9openalex-snapshot
Optimal Bayesian design applied to logistic regression experiments
inferredcites →https://doi.org/10.1016/0749-5978(86)90046-4openalex-snapshot
Factors influencing the use of a decision rule in a probabilistic task
inferredcites →https://doi.org/10.1016/j.cogpsych.2015.02.004openalex-snapshot
Strategies to intervene on causal systems are adaptively selected
inferredcites →https://doi.org/10.1016/j.cogpsych.2017.11.006openalex-snapshot
Heuristics as Bayesian inference under extreme priors
inferredcites →https://doi.org/10.1016/j.obhdp.2008.02.003openalex-snapshot
Do people make decisions under risk based on ignorance? An empirical test of the priority heuristic against cumulative prospect theory
inferredcites →https://doi.org/10.1016/s0749-5978(02)00508-3openalex-snapshot
Fast, frugal, and rational: How rational norms explain behavior
inferredcites →https://doi.org/10.1016/s0749-5978(02)00525-3openalex-snapshot
Empirical tests of a fast-and-frugal heuristic: Not everyone “takes-the-best”
inferredcites →https://doi.org/10.1017/s0140525x00003447openalex-snapshot
Précis of Simple heuristics that make us smart
inferredcites →https://doi.org/10.1017/s1930297500002126openalex-snapshot
The recognition heuristic: A decade of research
inferredcites →https://doi.org/10.1017/s1930297500002473openalex-snapshot
Using the ACT-R architecture to specify 39 quantitative process models of decision making
inferredcites →https://doi.org/10.1017/s1930297500002977openalex-snapshot
Information search with situation-specific reward functions
inferredcites →https://doi.org/10.1037//0278-7393.29.1.53openalex-snapshot
Take the best or look at the rest? Factors influencing "one-reason" decision making.
inferredcites →https://doi.org/10.1037/0033-295x.101.4.608openalex-snapshot
A rational analysis of the selection task as optimal data selection.
inferredcites →https://doi.org/10.1037/0033-295x.103.4.650openalex-snapshot
Reasoning the fast and frugal way: Models of bounded rationality.
inferredcites →https://doi.org/10.1037/0033-295x.112.4.979openalex-snapshot
Finding Useful Questions: On Bayesian Diagnosticity, Probability, Impact, and Information Gain.
inferredcites →https://doi.org/10.1037/0096-3445.132.2.277openalex-snapshot
Take The Best versus simultaneous feature matching: Probabilistic inferences from memory and effects of reprensentation format.
inferredcites →https://doi.org/10.1037/0278-7393.26.5.1332openalex-snapshot
Assessing the empirical validity of the "Take-the-best" heuristic as a model of human probabilistic inference.
inferredcites →https://doi.org/10.1037/0278-7393.30.4.856openalex-snapshot
The Advantage of Timely Intervention.
inferredcites →https://doi.org/10.1037/0278-7393.33.1.107openalex-snapshot
A response-time approach to comparing generalized rational and take-the-best models of decision making.
inferredcites →https://doi.org/10.1037/a0020418openalex-snapshot
The robust beauty of ordinary information.
inferredcites →https://doi.org/10.1037/a0032108openalex-snapshot
Is it better to select or to receive? Learning via active and passive hypothesis testing.
inferredcites →https://doi.org/10.1037/a0038199openalex-snapshot
Humans use directed and random exploration to solve the explore–exploit dilemma.
inferredcites →https://doi.org/10.1037/rev0000061openalex-snapshot
Formalizing Neurath’s ship: Approximate algorithms for online causal learning.
inferredcites →https://doi.org/10.1037/xlm0000061openalex-snapshot
Conservative forgetful scholars: How people learn causal structure through sequences of interventions.
inferredcites →https://doi.org/10.1037/xlm0000463openalex-snapshot
Putting bandits into context: How function learning supports decision making.
inferredcites →https://doi.org/10.1080/00401706.1969.10490676openalex-snapshot
Applied Statistical Decision Theory
inferredcites →https://doi.org/10.1093/acprof:oso/9780195315448.003.0056openalex-snapshot
RedundancyEnvironment Structure That Simple Heuristics Can Exploit
inferredcites →https://doi.org/10.1111/j.1756-8765.2008.01006.xopenalex-snapshot
Homo Heuristicus: Why Biased Minds Make Better Inferences
inferredcites →https://doi.org/10.13140/rg.2.2.30438.14409openalex-snapshot
An automatic method for discovering rational heuristics for risky choice
inferredcites →https://doi.org/10.1523/jneurosci.2978-14.2015openalex-snapshot
Reinforcement Learning in Multidimensional Environments Relies on Attention Mechanisms
inferredcites →https://doi.org/10.1613/jair.295openalex-snapshot
Active Learning with Statistical Models
inferredcites →https://doi.org/10.31234/osf.io/qkbt5openalex-snapshot
Heuristics as Bayesian inference under extreme priors
inferredcites →https://doi.org/10.3389/fpsyg.2011.00398openalex-snapshot
The Nature of Belief-Directed Exploratory Choice in Human Decision-Making
inferredcites →https://doi.org/10.3758/bf03193511openalex-snapshot
The influence of information redundancy on probabilistic inferences
inferredcites →https://doi.org/10.3758/bf03194118openalex-snapshot
Sequential processing of cues in memory-based multiattribute decisions
inferredcites →https://doi.org/10.3758/pbr.17.6.923openalex-snapshot
Reconsidering “evidence” for fast-and-frugal heuristics
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1037/xlm0000853openalex-snapshot
Linear integration and lexicographic models of choice: A cue weight learning perspective.
inferred← citeshttps://doi.org/10.1101/540666openalex-snapshot
Exploring the space of human exploration
inferred← citeshttps://doi.org/10.12677/ap.2020.103044openalex-snapshot
Early Childhood Active Learning Performance
inferred← citeshttps://doi.org/10.64898/2026.04.29.720265openalex-snapshot
Task-space dimensions guide human exploration in complex environments
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