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Vector-based navigation using grid-like representations in artificial agents.

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第一作者： Andrea,Banino

第一单位： DeepMind, London, UK. abanino@google.com.;Department of Cell and Developmental Biology, University College London, London, UK. abanino@google.com.;Centre for Computation, Mathematics and Physics in the Life Sciences and Experimental Biology (CoMPLEX), University College London, London, UK. abanino@google.com.

作者： Andrea,Banino ^[1] ; Caswell,Barry ^[2] ; Benigno,Uria ^[3] ; Charles,Blundell ^[3] ; Timothy,Lillicrap ^[3] ; Piotr,Mirowski ^[3] ; Alexander,Pritzel ^[3] ; Martin J,Chadwick ^[3] ; Thomas,Degris ^[3] ; Joseph,Modayil ^[3] ; Greg,Wayne ^[3] ; Hubert,Soyer ^[3] ; Fabio,Viola ^[3] ; Brian,Zhang ^[3] ; Ross,Goroshin ^[3] ; Neil,Rabinowitz ^[3] ; Razvan,Pascanu ^[3] ; Charlie,Beattie ^[3] ; Stig,Petersen ^[3] ; Amir,Sadik ^[3] ; Stephen,Gaffney ^[3] ; Helen,King ^[3] ; Koray,Kavukcuoglu ^[3] ; Demis,Hassabis ^[4] ; Raia,Hadsell ^[3] ; Dharshan,Kumaran ^[5]

作者单位： DeepMind, London, UK. abanino@google.com.;Department of Cell and Developmental Biology, University College London, London, UK. abanino@google.com.;Centre for Computation, Mathematics and Physics in the Life Sciences and Experimental Biology (CoMPLEX), University College London, London, UK. abanino@google.com. ^[1] Department of Cell and Developmental Biology, University College London, London, UK. caswell.barry@ucl.ac.uk. ^[2] DeepMind, London, UK. ^[3] DeepMind, London, UK.;Gatsby Computational Neuroscience Unit, University College London, London, UK. ^[4] DeepMind, London, UK. dkumaran@google.com.;Centre for Computation, Mathematics and Physics in the Life Sciences and Experimental Biology (CoMPLEX), University College London, London, UK. dkumaran@google.com. ^[5]

主题词动物(Animals);生物模拟学(Biomimetics);内嗅皮层(Entorhinal Cortex);环境(Environment);人类(Humans)

DOI 10.1038/s41586-018-0102-6

PMID 29743670

发布时间 2022-03-31

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