Author

C. Summerfield

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· 1

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

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G. Lefebvre· 1 shared R. Bogacz· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperAnimal Behavior & Cognition

G. Lefebvre

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1 paper

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