TY - GEN
T1 - A neural network-based approach to modeling the allocation of behaviors in concurrent schedule, variable interval learning
AU - Newland, Erica J.
AU - Xu, Songhua
AU - Miranker, Willard L.
PY - 2008
Y1 - 2008
N2 - In this paper we present a neural network-based model of the acquisition of choice behaviors. We employ a multi-layer perceptron, trained using back-propagation with a modified desired-output vector, to model behavior in concurrent-schedule, variable-interval, reinforcing learning situations. We show that our model can be used to describe and predict steadystate behavior and learning patterns at the molar level.
AB - In this paper we present a neural network-based model of the acquisition of choice behaviors. We employ a multi-layer perceptron, trained using back-propagation with a modified desired-output vector, to model behavior in concurrent-schedule, variable-interval, reinforcing learning situations. We show that our model can be used to describe and predict steadystate behavior and learning patterns at the molar level.
UR - http://www.scopus.com/inward/record.url?scp=57649117238&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=57649117238&partnerID=8YFLogxK
U2 - 10.1109/ICNC.2008.762
DO - 10.1109/ICNC.2008.762
M3 - Conference contribution
AN - SCOPUS:57649117238
SN - 9780769533049
T3 - Proceedings - 4th International Conference on Natural Computation, ICNC 2008
SP - 245
EP - 249
BT - Proceedings - 4th International Conference on Natural Computation, ICNC 2008
T2 - 4th International Conference on Natural Computation, ICNC 2008
Y2 - 18 October 2008 through 20 October 2008
ER -