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Model-based reinforcement learning: a computational model and an fMRI study

โœ Scribed by Wako Yoshida; Shin Ishii


Book ID
113813867
Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
522 KB
Volume
63
Category
Article
ISSN
0925-2312

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โœ R.J.C. Bosman; W.A. van Leeuwen; B. Wemmenhove ๐Ÿ“‚ Article ๐Ÿ“… 2004 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 195 KB

A toy model of a neural network in which both Hebbian learning and reinforcement learning occur is studied. The problem of 'path interference', which makes that the neural net quickly forgets previously learned input -output relations is tackled by adding a Hebbian term (proportional to the learning