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Asymmetric Reinforcement Learning Explains Human Choice Patterns in Decision-making Under Risk.

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Title: Asymmetric Reinforcement Learning Explains Human Choice Patterns in Decision-making Under Risk.
Authors: Shahdoust N; Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, 84112, UT, USA., Cowan RL; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA., Price TA; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA., Davis TS; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA., Liu A; Department of Mathematics, University of Utah, Salt Lake City, 84112, UT, USA., Rabinovich R; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA., Zarr V; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA., Libowitz M; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA., Shofty B; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA., Rahimpour S; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA., Borisyuk A; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.; Department of Mathematics, University of Utah, Salt Lake City, 84112, UT, USA., Smith EH; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.
Source: BioRxiv : the preprint server for biology [bioRxiv] 2026 Mar 11. Date of Electronic Publication: 2026 Mar 11.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Shahdoust+N%22">Shahdoust N</searchLink>; Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Cowan+RL%22">Cowan RL</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Price+TA%22">Price TA</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Davis+TS%22">Davis TS</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Liu+A%22">Liu A</searchLink>; Department of Mathematics, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Rabinovich+R%22">Rabinovich R</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Zarr+V%22">Zarr V</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Libowitz+M%22">Libowitz M</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Shofty+B%22">Shofty B</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Rahimpour+S%22">Rahimpour S</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Borisyuk+A%22">Borisyuk A</searchLink>; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.; Department of Mathematics, University of Utah, Salt Lake City, 84112, UT, USA.<br /><searchLink fieldCode="AU" term="%22Smith+EH%22">Smith EH</searchLink>; Department of Neurosurgery, University of Utah, Salt Lake City, 84112, UT, USA.; Interdepartmental program in Neuroscience, University of Utah, Salt Lake City, 84112, UT, USA.
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  Data: <searchLink fieldCode="JN" term="%22101680187%22">BioRxiv : the preprint server for biology</searchLink> [bioRxiv] 2026 Mar 11. <i>Date of Electronic Publication: </i>2026 Mar 11.
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              Text: 2026 Mar 11
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