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- W4251942513 abstract "This paper presents a skill learning model CLARION. Different from existing models of mostly high-level skill learning that use a top-down approach (that is, turning declarative knowledge into procedural knowledge through practice), we adopt a bottom-up approach toward low-level skill learning, where procedural knowledge develops first and declarative knowledge develops later. Our model is formed by integrating connectionist, reinforcement, and symbolic learning methods to perform on-line reactive learning. It adopts a two-level dual-representation framework (Sun, 1995), with a combination of localist and distributed representation. We compare the model with human data in a minefield navigation task, demonstrating some match between the model and human data in several respects." @default.
- W4251942513 created "2022-05-12" @default.
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- W4251942513 date "2001-03-01" @default.
- W4251942513 modified "2023-10-06" @default.
- W4251942513 title "From implicit skills to explicit knowledge: a bottom-up model of skill learning" @default.
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- W4251942513 doi "https://doi.org/10.1207/s15516709cog2502_2" @default.
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