Author

J. D. Nelson

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

E. Schulz· 2 shared B. Meder· 1 shared C. M. Wu· 1 shared L. Bertram· 1 shared M. Hofer· 1 shared M. Speekenbrink· 1 shared

Activity by Year

2018-2019 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 9 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

E. Schulz

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2 papers

Recent·Most cited

Exploring the space of human exploration using Entropy Mastermind

E. Schulz, L. Bertram, M. Hofer, J. D. Nelson

This study investigates how people adapt their query strategies in complex environments using Entropy Mastermind, finding that lower entropy environments lead to more efficient problem-solving.

bioRxiv · May 11, 2019 · PreprintAnimal Behavior & Cognition

Generalization guides human exploration in vast decision spaces

C. M. Wu, E. Schulz, M. Speekenbrink, J. D. Nelson, B. Meder

This study investigates how humans navigate vast decision spaces using generalization, finding that Gaussian Process function learning with an optimistic Upper Confidence Bound strategy explains human search behavior.

bioRxiv · Sep 25, 2018Animal Behavior & Cognition