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Samuel Joseph Gershman · Study
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Author
Samuel Joseph Gershman
42 works
· latest 2026
· 2 institutions
cluster: provisional
ORCID 0000-0002-6546-3298
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29
Citations
1,881
Works here
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Most cited in this library
Interplay of approximate planning strategies
2015 · 204 citations
Resource-rational decision making
2021 · 167 citations
Uncertainty and exploration.
2018 · 146 citations
How to never be wrong
2018 · 116 citations
Structured, uncertainty-driven exploration in real-world consumer choice
2019 · 111 citations
Works
42 shown
Humans neglect complexity in predictive model selection
·
2026
·
3 authors
·
preprint
·
Open access
1
citations
Quantifying the Cost of Context Sensitivity in Decision‐Making
Topics in Cognitive Science
·
2025
·
3 authors
·
Open access
1
citations
Action subsampling supports policy compression in large action spaces
PLoS Computational Biology
·
2025
·
2 authors
·
Open access
1
citations
On the Robustness and Provenance of the Gambler’s Fallacy
Psychological Science
·
2025
·
3 authors
3
citations
Uncertainty-Driven Exploration During Planning
·
2024
·
3 authors
·
preprint
·
Open access
1
citations
Using games to understand the mind
Nature Human Behaviour
·
2024
·
28 authors
·
review
·
Open access
105
citations
Optimizing competence in the service of collaboration
Cognitive Psychology
·
2024
·
3 authors
·
Open access
8
citations
Dynamic computational phenotyping of human cognition
Nature Human Behaviour
·
2024
·
5 authors
·
Open access
71
citations
Optimizing competence in the service of collaboration
·
2023
·
3 authors
·
preprint
·
Open access
1
citations
The role of memory in counterfactual valuation.
Journal of Experimental Psychology General
·
2023
·
3 authors
·
Open access
11
citations
Undermatching Is a Consequence of Policy Compression
Journal of Neuroscience
·
2022
·
2 authors
·
Open access
17
citations
Trait somatic anxiety is associated with reduced directed exploration and underestimation of uncertainty
Nature Human Behaviour
·
2022
·
3 authors
52
citations
Mental control of uncertainty
Cognitive Affective & Behavioral Neuroscience
·
2022
·
2 authors
·
Open access
13
citations
Heuristics from bounded meta-learned inference.
Psychological Review
·
2022
·
4 authors
·
Open access
31
citations
What Makes Us Smart
Princeton University Press eBooks
·
2021
·
1 author
·
book
4
citations
Trait Somatic Anxiety is Associated With Reduced Directed Exploration and Underestimation of Uncertainty
·
2021
·
3 authors
·
preprint
·
Open access
18
citations
Just looking: The innocent eye in neuroscience
Neuron
·
2021
·
1 author
·
Open access
13
citations
Resource-rational decision making
Current Opinion in Behavioral Sciences
·
2021
·
3 authors
·
review
·
Open access
167
citations
Inference and Search on Graph-Structured Spaces
Computational Brain & Behavior
·
2020
·
3 authors
·
Open access
26
citations
Rationally inattentive intertemporal choice
Nature Communications
·
2020
·
2 authors
·
Open access
66
citations
A linear threshold model for optimal stopping behavior
Proceedings of the National Academy of Sciences
·
2020
·
4 authors
·
Open access
41
citations
Paradoxical effects of persuasive messages.
Decision
·
2020
·
2 authors
·
Open access
11
citations
A Linear Threshold Model for Optimal Stopping Behavior
·
2020
·
3 authors
·
preprint
·
Open access
7
citations
Origin of perseveration in the trade-off between reward and complexity
Cognition
·
2020
·
1 author
·
Open access
97
citations
Comparing value coding models of context-dependence in social choice
Journal of Experimental Social Psychology
·
2019
·
3 authors
·
Open access
33
citations
Structured, uncertainty-driven exploration in real-world consumer choice
Proceedings of the National Academy of Sciences
·
2019
·
6 authors
·
Open access
111
citations
A Linear Threshold Model for Optimal Stopping Behavior
·
2019
·
3 authors
·
preprint
·
Open access
2
citations
Causal Inference About Good and Bad Outcomes
Psychological Science
·
2019
·
4 authors
·
Open access
66
citations
Exploration in the wild
bioRxiv (Cold Spring Harbor Laboratory)
·
2018
·
6 authors
·
preprint
·
Open access
1
citations
Decision by sampling implements efficient coding of psychoeconomic functions.
Psychological Review
·
2018
·
2 authors
·
Open access
98
citations
Finding structure in multi-armed bandits
Cognitive Psychology
·
2018
·
2 authors
·
Open access
59
citations
Uncertainty and exploration.
Decision
·
2018
·
1 author
·
Open access
146
citations
How to never be wrong
Psychonomic Bulletin & Review
·
2018
·
1 author
·
Open access
116
citations
Reference-dependent preferences arise from structure learning
bioRxiv (Cold Spring Harbor Laboratory)
·
2018
·
2 authors
·
preprint
·
Open access
10
citations
Decision by Sampling Implements Efficient Coding of Psychoeconomic Functions
Conference on Cognitive Computational Neuroscience (CCN)
·
2018
·
2 authors
·
other
3
citations
Explaining Human Decision Making in Optimal Stopping Tasks.
Cognitive Science
·
2018
·
5 authors
1
citations
Where do hypotheses come from?
Cognitive Psychology
·
2017
·
3 authors
·
Open access
95
citations
Learning the Structure of Social Influence
Cognitive Science
·
2017
·
3 authors
111
citations
Structured representations of utility in combinatorial domains.
Decision
·
2016
·
3 authors
18
citations
Interplay of approximate planning strategies
Proceedings of the National Academy of Sciences
·
2015
·
8 authors
·
Open access
204
citations
Phrase similarity in humans and machines.
·
2015
·
2 authors
29
citations
Information Selection in Noisy Environments with Large Action Spaces
eScholarship (California Digital Library)
·
2014
·
4 authors
·
Open access
12
citations