Comparison of cognitive architectures

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The following table compares cognitive architectures.

Contents

Comparison of cognitive architectures
NamesUnderlying theory
(symbolic, connectionist, or hybrid)
AchievementsEstimated requirementsNon-laboratory usagesActivity status
(active or dead + RSS news)
Year of creationRelated publicationsLicense
(if applies, for example GPL)
4CAPS hybrid??????
ACT-R hybrid [1] ???Active?Anderson, 2007
ASMO hybridMany robotic systems?IBM internet-of-things systemActive2009Novianto, Johnston and Williams 2010
CHREST symbolic???Active1992 [2] ?
CLARION hybrid [1] Many psychological theories derived from it??Active1994Sun, 2002, 2016
Copycat ???????
Deeplearning4j hybridonline learning, anomaly detection, image recognition??Active Josh Patterson & Adam Gibson (2017) Apache 2.0
DUAL hybrid??????
EPAM ?????1959 [2] ?
EPIC???????
GLAIR symbolic???Active?Bona and Shapiro, 2009?
Hierarchical Temporal Memory connectionistonline learning, anomaly detection?anomaly detectionActive2009Hawkins et al (multiple)AGPL
LIDA symbolic??????
MAMID ??????Hudlicka, 2002; 2003?
Mibe architecture?????1998?
OpenCog hybridchatbot, game avatar?misc subsystems in commercial, financial, medicalActive2001Goertzel et al (multiple)AGPL
Parallel terraced scan ???????
Procedural Reasoning System ???????
R-CAST???????
Soar symbolic [1] ??YesActive1983 Laird (2012) BSD 2 clause
Sigma HybridRay Kurzweil Awards at AGI 2011 and 2012?Not yetActive2009 Rosenbloom, Demski, Ustun (2016) BSD 2 clause
SOSIEL Symbolic.Net Corepolicy analysisActive2018 Sotnik (2018) Open source
TinyCog symbolic???Active2015Bergmann and Fenton, 2015 GNU GPL V3

See also

References

  1. 1 2 3 The Knowledge Level in Cognitive Architectures: Current Limitations and Possibile Developments Antonio Lieto, Christian Lebiere and Alessandro Oltramari. In "Cognitive Systems Research'’, 48, 2018. pp 39–55.
  2. 1 2 "Archived copy". Archived from the original on 2015-08-12. Retrieved 2015-07-19.{{cite web}}: CS1 maint: archived copy as title (link)