Author: Maarten Speekenbrink

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Preprints

A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

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  • Site-wide: 183 out of 84,043
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  • Site-wide: 267 out of 84,043

Generalization guides human exploration in vast decision spaces

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  • Site-wide: 2,557 out of 84,043
  • In animal behavior and cognition: 22 out of 1,325
• Year to date:
  • Site-wide: 7,437 out of 84,043
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  • Site-wide: 7,174 out of 84,043

Putting bandits into context: How function learning supports decision making

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  • In animal behavior and cognition: 62 out of 1,325
• Year to date:
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  • Site-wide: 17,858 out of 84,043

Mapping the unknown: The spatially correlated multi-armed bandit

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  • In animal behavior and cognition: 74 out of 1,325
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  • Site-wide: 19,986 out of 84,043
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  • Site-wide: 20,530 out of 84,043

Compositional Inductive Biases in Function Learning

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  • In animal behavior and cognition: 100 out of 1,325
• Year to date:
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  • Site-wide: 36,872 out of 84,043

Generalization and search in risky environments

• Downloaded 536 times
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  • Site-wide: 26,808 out of 84,043
  • In animal behavior and cognition: 307 out of 1,325
• Year to date:
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  • Site-wide: 77,962 out of 84,043

Adaptive planning in human search

• Downloaded 487 times
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  • Site-wide: 30,120 out of 84,043
  • In animal behavior and cognition: 350 out of 1,325
• Year to date:
  • Site-wide: 47,474 out of 84,043
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  • Site-wide: 54,290 out of 84,043

Fitness Landscape of the Fission Yeast Genome

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  • In genomics: 3,076 out of 5,425
• Year to date:
  • Site-wide: 45,512 out of 84,043
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  • Site-wide: 38,765 out of 84,043

Active learning reveals underlying decision strategies

• Downloaded 472 times
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  • Site-wide: 67,283 out of 84,043
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  • Site-wide: 64,756 out of 84,043

Strategic exploration in human adaptive control

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  • In animal behavior and cognition: 490 out of 1,325
• Year to date:
  • Site-wide: 57,122 out of 84,043
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  • Site-wide: 51,376 out of 84,043

Structured priors in human forecasting

• Downloaded 249 times
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  • Site-wide: 57,186 out of 84,043
  • In animal behavior and cognition: 775 out of 1,325
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  • Site-wide: 58,978 out of 84,043