TY  - GEN
ID  - cogprints3350
UR  - http://cogprints.org/3350/
A1  - Lan, Tian
A1  - Arnold, Michael
A1  - Sejnowski, Terrence
A1  - Jabri, Marwan
Y1  - 2003///
N2  - We present in this paper a biologically inspired model of the Basal Ganglia which deals with Block Copying as a sequence learning task. By breaking a relatively complex task into simpler operations with well-defined skills, an approach which is termed as a skill-based machine design is used in the device of computational models to complete such tasks. Basal Ganglia are critically involved in sensorimotor control. From the learning aspects, Actor-Critic architectures have been proposed to model the Basal Ganglia and Temporal difference has been proposed as a learning algorithm. The model is implemented and simulation results are presented to show the capability of our model to successfully complete the task.
PB  - Lund University Cognitive Studies
KW  - block copying task
KW  -  basal ganglia model
KW  -  actor-critic architecture
KW  -  temporal difference learning
TI  - A biologically inspired computational model of the Block Copying Task
SP  - 171
AV  - public
EP  - 172
ER  -

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