An integrated theory of the mind.
Adaptive control of thought-rational (ACT-R; J. R. Anderson & C. Lebiere, 1998) has evolved into a theory that consists of multiple modules but also explains how these modules are integrated to produce coherent cognition. The perceptual-motor modules, the goal module, and the declarative memory module are presented as examples of specialized systems in ACT-R. These modules are associated with distinct cortical regions. These modules place chunks in buffers where they can be detected by a production system that responds to patterns of information in the buffers. At any point in time, a single production rule is selected to respond to the current pattern. Subsymbolic processes serve to guide the selection of rules to fire as well as the internal operations of some modules. Much of learning involves tuning of these subsymbolic processes. A number of simple and complex empirical examples are described to illustrate how these modules function singly and in concert.
Psychology Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA. ja@cmu.edu.
John R
JR
Anderson
Daniel
D
Bothell
Michael D
MD
Byrne
Scott
S
Douglass
Christian
C
Lebiere
Yulin
Y
Qin
D001479:Basal Ganglia / Q000502:physiology; D001921:Brain / Q000502:physiology*; D001931:Brain Mapping; D003071:Cognition; D006040:Goals; D006801:Humans; D008433:Mathematics; D008568:Memory; D008606:Mental Processes / Q000502:physiology*; D008959:Models, Neurological; D011582:Psychological Theory; D011597:Psychomotor Performance; D013647:Task Performance and Analysis