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Reinforcement learning and dopamine in the striatum: A modeling perspective

โœ Scribed by Wanjerkhede, Shesharao M.; Bapi, Raju S.; Mytri, Vithal D.


Book ID
121660087
Publisher
Elsevier Science
Year
2014
Tongue
English
Weight
895 KB
Volume
138
Category
Article
ISSN
0925-2312

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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