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A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation.

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第一作者： M Ganesh,Kumar

第一单位： Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore, Singapore 119077, Singapore.;The N.1 Institute for Health, National University of Singapore, Singapore 117456, Singapore.;Innovation and Design Programme, Faculty of Engineering, National University of Singapore, Singapore 117579, Singapore.

作者： M Ganesh,Kumar ^[1] ; Cheston,Tan ^[2] ; Camilo,Libedinsky ^[3] ; Shih-Cheng,Yen ^[1] ; Andrew Y Y,Tan ^[4]

作者单位： Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore, Singapore 119077, Singapore.;The N.1 Institute for Health, National University of Singapore, Singapore 117456, Singapore.;Innovation and Design Programme, Faculty of Engineering, National University of Singapore, Singapore 117579, Singapore. ^[1] Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore 138632, Singapore. ^[2] Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore, Singapore 119077, Singapore.;The N.1 Institute for Health, National University of Singapore, Singapore 117456, Singapore.;Department of Psychology, National University of Singapore, Singapore 117570, Singapore.;Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore 138673, Singapore. ^[3] Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Singapore.;Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.;Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.;Neurobiology Programme, Life Sciences Institute, National University of Singapore, Singapore 119077, Singapore. ^[4]

关键词 Hebbian plasticity reinforcement learning temporal difference error

医学主题词学习(Learning);模型, 神经学(Models, Neurological);奖励(Reward)

DOI 10.1093/cercor/bhab456

PMID 35034127

发布时间 2022-10-27

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