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- W3162107397 endingPage "281" @default.
- W3162107397 startingPage "270" @default.
- W3162107397 abstract "People use information flexibly. They often combine multiple sources of relevant information over time in order to inform decisions with little or no interference from intervening irrelevant sources. They adjust the degree to which they use new information over time rationally in accordance with environmental statistics and their own uncertainty. They can even use information gained in one situation to solve a problem in a very different one. Learning flexibly rests on the ability to infer the context at a given time, and therefore knowing which pieces of information to combine and which to separate. We review the psychological and neural mechanisms behind adaptive learning and structure learning to outline how people pool together relevant information, demarcate contexts, prevent interference between information collected in different contexts, and transfer information from one context to another. By examining all of these processes through the lens of optimal inference we bridge concepts from multiple fields to provide a unified multi-system view of how the brain exploits structure in time to optimize learning." @default.
- W3162107397 created "2021-05-24" @default.
- W3162107397 creator A5012916931 @default.
- W3162107397 creator A5028674949 @default.
- W3162107397 creator A5033785127 @default.
- W3162107397 date "2021-09-01" @default.
- W3162107397 modified "2023-10-04" @default.
- W3162107397 title "Adaptive learning is structure learning in time" @default.
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