Author

Marco P. Lehmann

École Polytechnique Fédérale de LausanneORCID 0000-0001-5274-144XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1

Frequent Co-Authors

Alireza ModirshanechiiD· 1 shared Michael H. HerzogiD· 1 shared Wulfram GerstneriD· 1 shared Xu HeiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Alireza ModirshanechiORCID

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1 paper

Recent·Most cited

NeurosciencePLoS Computational BiologyPeer-reviewedJun 3, 2021

Novelty is not Surprise: Human exploratory and adaptive behavior in sequential decision-making

Xu He, Alireza Modirshanechi, Marco P. Lehmann…·Michael H. Herzog

This study introduces a deep sequential decision-making paradigm to explain human behavior by incorporating novelty and surprise, showing that model-free actions dominate decisions despite the availability of a world-model.

40 citations

humandeep learning

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