Eric Schulz
Eric Schulz
Max Planck Institute for Biological Cybernetics
Verified email at tue.mpg.de - Homepage
TitleCited byYear
Measuring risk literacy: The Berlin numeracy test.
ET Cokely, M Galesic, E Schulz, S Ghazal, R Garcia-Retamero
Judgment and Decision making, 2012
5032012
Persistent bias in expert judgments about free will and moral responsibility: A test of the expertise defense
E Schulz, ET Cokely, A Feltz
Consciousness and Cognition 20 (4), 1722-1731, 2011
1042011
A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions
E Schulz, M Speekenbrink, A Krause
Journal of Mathematical Psychology 85, 1-16, 2018
49*2018
Generalization guides human exploration in vast decision spaces
CM Wu, E Schulz, M Speekenbrink, JD Nelson, B Meder
Nature Human Behaviour 2 (12), 915-924, 2018
43*2018
Putting bandits into context: How function learning supports decision making
E Schulz, E Konstantinidis, M Speekenbrink
Journal of Experimental Psychology: Learning, Memory, and Cognition 44, 927-943, 2018
37*2018
Where do hypotheses come from?
I Dasgupta, E Schulz, SJ Gershman
Cognitive Psychology 96, 1-25, 2017
342017
Compositional Inductive Biases in Function Learning
E Schulz, JB Tenenbaum, D Duvenaud, M Speekenbrink, SJ Gershman
Cognitive Psychology 99, 44-79, 2017
332017
Probing the compositionality of intuitive functions
E Schulz, J Tenenbaum, DK Duvenaud, M Speekenbrink, SJ Gershman
Advances in neural information processing systems, 3729-3737, 2016
192016
Assessing the Perceived Predictability of Functions.
E Schulz, JB Tenenbaum, DN Reshef, M Speekenbrink, S Gershman
CogSci, 2015
182015
The algorithmic architecture of exploration in the human brain
E Schulz, SJ Gershman
Current opinion in neurobiology 55, 7-14, 2019
172019
Learning and decisions in contextual multi-armed bandit tasks
E Schulz, E Konstantinidis, M & Speekenbrink
Proceedings of the Thirty-Seventh Annual Conference of the Cognitive Science …, 2015
132015
Searching for rewards like a child means less generalization and more directed exploration
E Schulz, CM Wu, A Ruggeri, B Meder
Psychological Science 30 (11), 1561–1572, 2019
11*2019
Mapping the unknown: The spatially correlated multi-armed bandit
CM Wu, E Schulz, M Speekenbrink, JD Nelson, B Meder
Proceedings of the 39th Annual Conference of the Cognitive Science Society, 2017
112017
How to measure risk comprehension in educated samples
ET Cokely, S Ghazal, M Galesic, R Garcia-Retamero, E Schulz
Transparent communication of health risks, 29-52, 2012
112012
Quantifying mismatch in Bayesian optimization
E Schulz, M Speekenbrink, JM Hernández-Lobato, Z Ghahramani, ...
NIPS Workshop on Bayesian Optimization: Black-box Optimization and beyond, 2016
102016
Structured, uncertainty-driven exploration in real-world consumer choice
E Schulz, R Bhui, BC Love, B Brier, MT Todd, SJ Gershman
Proceedings of the National Academy of Sciences 116 (28), 13903-13908, 2019
9*2019
Connecting conceptual and spatial search via a model of generalization
CM Wu, E Schulz, MM Garvert, B Meder, NW Schuck
bioRxiv, 258665, 2018
82018
Remembrance of inferences past: Amortization in human hypothesis generation
I Dasgupta, E Schulz, ND Goodman, SJ Gershman
Cognition 178, 67-81, 2018
72018
Active learning as a means to distinguish among prominent decision strategies
P Parpart, E Schulz, M Speekenbrink, BC Love
Proceedings of the Thirty-Seventh Annual Conference of the Cognitive Science …, 2015
72015
Predict choice – a comparison of 21 mathematical models
E Schulz, M Speekenbrink, DR Shanks
36th Annual Conference of the Cognitive Science Society, 2014
72014
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Articles 1–20