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Detail
BukuTotally Model-Free Learned Skillful Coping
Bibliografi
Author: Dreyfus, Stuart E.
Topik: model free; reinforcement learning; neural network; intuitive expertise
Bahasa: (EN )    
Penerbit: Unika Atma Jaya     Tahun Terbit: 2006    
Jenis: Article
Fulltext: 182BSTS243.pdf (67.0KB; 1 download)
Abstract
The author proposes a neural-network-based explanation of how a brain might acquire intuitive expertise. The explanation is intended merely to be suggestive and lacks many complexities found in even lower animal brains. Yet significantly, even this simplified brain model is capable of explaining the acquisition of simple skills without developing articulable rules for behavior or a model of the skill domain or an explicit identification of which observables in the environment are necessary for skillful behavior. furthermore, no memories of prior experiences during the
learning phase are explicitly tored and accessed during behavior. The explanation thus calls into doubt many conventional and intuitively reasonable assumptions concerning the learning and production of intuitive expertise.
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