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- W3165685325 endingPage "388" @default.
- W3165685325 startingPage "367" @default.
- W3165685325 abstract "Experience-related brain activity patterns reactivate during sleep, wakeful rest, and brief pauses from active behavior. In parallel, machine learning research has found that experience replay can lead to substantial performance improvements in artificial agents. Together, these lines of research suggest that replay has a variety of computational benefits for decision-making and learning. Here, we provide an overview of putative computational functions of replay as suggested by machine learning and neuroscientific research. We show that replay can lead to faster learning, less forgetting, reorganization or augmentation of experiences, and support planning and generalization. In addition, we highlight the benefits of reactivating abstracted internal representations rather than veridical memories, and discuss how replay could provide a mechanism to build internal representations that improve learning and decision-making." @default.
- W3165685325 created "2021-06-07" @default.
- W3165685325 creator A5007930321 @default.
- W3165685325 creator A5041876074 @default.
- W3165685325 creator A5046183006 @default.
- W3165685325 creator A5065076519 @default.
- W3165685325 date "2021-10-01" @default.
- W3165685325 modified "2023-09-26" @default.
- W3165685325 title "Replay in minds and machines" @default.
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