Expectation and conditioning

Citation
Acf. Coster et P. Alstrom, Expectation and conditioning, PHYSICA A, 290(1-2), 2001, pp. 251-267
Citations number
12
Categorie Soggetti
Physics
Journal title
PHYSICA A
ISSN journal
03784371 → ACNP
Volume
290
Issue
1-2
Year of publication
2001
Pages
251 - 267
Database
ISI
SICI code
0378-4371(20010201)290:1-2<251:EAC>2.0.ZU;2-S
Abstract
We present a dynamical model that embodies both classical and instrumental conditioning paradigms in the same framework. The model is based on the for mation of expectations of stimuli and of rewards. The expectations of stimu li are formed in a recurrent process called expectation learning in which o ne activity pattern evokes another. The expectation of rewards or punishmen ts (motivation) is modelled using reinforcement learning. (C) 2001 Elsevier Science B.V. All rights reserved.