Author

R. Bogacz

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:statistical model· 2 Approach:deep learning· 1 Research Focus:host-pathogen & immune response· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

C. Summerfield· 1 shared G. Lefebvre· 1 shared J. Calder-Travis· 1 shared N. Yeung· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 2 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

C. Summerfield

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2 papers

Recent·Most cited

A normative account of confirmation bias during reinforcement learning

G. Lefebvre, C. Summerfield, R. Bogacz

This study shows that a confirmatory bias in reinforcement learning can maximize reward by making decisions more robust to noise, despite appearing suboptimal.

bioRxiv · May 12, 2020Animal Behavior & Cognition

Expressions for Bayesian confidence of drift diffusion observers in dynamic stimuli tasks

J. Calder-Travis, R. Bogacz, N. Yeung

The paper derives expressions for Bayesian confidence in drift diffusion models for dynamic stimuli tasks, enabling computationally efficient confidence predictions.

bioRxiv · Feb 25, 2020Animal Behavior & Cognition