Decision-making in brains and robots - the case for an interdisciplinary approach
cam.issuedOnline | 2019-02-05 | |
cam.orpheus.success | Thu Jan 30 10:52:07 GMT 2020 - Embargo updated | |
dc.contributor.author | Seymour, Benjamin | |
dc.contributor.author | Lee, Sang Wan | |
dc.contributor.orcid | Seymour, Benjamin [0000-0003-1724-5832] | |
dc.date.accessioned | 2019-02-12T00:33:21Z | |
dc.date.available | 2019-02-12T00:33:21Z | |
dc.date.issued | 2019 | |
dc.description.abstract | Reinforcement Learning describes a general method for trial-and-error learning, and has emerged as a dominant framework both for optimal control in autonomous robots, and understanding decision-making in the brain. Despite their common roots, however, these two fields have evolved largely independently. In this perspective we consider how each now face problems that could potentially be addressed by insights from the other, and argue that an interdisciplinary approach could greatly accelerate progress in both. | |
dc.identifier.doi | 10.17863/CAM.36527 | |
dc.identifier.eissn | 2352-1546 | |
dc.identifier.issn | 2352-1546 | |
dc.identifier.uri | https://www.repository.cam.ac.uk/handle/1810/289265 | |
dc.language.iso | eng | |
dc.publisher | Elsevier Limited | |
dc.publisher.url | https://www.sciencedirect.com/science/article/pii/S2352154618302067 | |
dc.subject | 5202 Biological Psychology | |
dc.subject | 32 Biomedical and Clinical Sciences | |
dc.subject | 3209 Neurosciences | |
dc.subject | 52 Psychology | |
dc.subject | Neurosciences | |
dc.subject | Mental health | |
dc.title | Decision-making in brains and robots - the case for an interdisciplinary approach | |
dc.type | Article | |
dcterms.dateAccepted | 2018-12-22 | |
prism.endingPage | 145 | |
prism.publicationName | Current Opinion in Behavioral Sciences | |
prism.startingPage | 137 | |
prism.volume | 26 | |
pubs.funder-project-id | Wellcome Trust (097490/Z/11/Z) | |
pubs.funder-project-id | Arthritis Research UK (21192) | |
pubs.funder-project-id | Arthritis Research UK (21537) | |
rioxxterms.licenseref.startdate | 2018-12-22 | |
rioxxterms.licenseref.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | |
rioxxterms.type | Journal Article/Review | |
rioxxterms.version | AM | |
rioxxterms.versionofrecord | 10.1016/j.cobeha.2018.12.012 |
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