The following table compares cognitive architectures.
+ Comparison of cognitive architectures Names Underlying theory(symbolic, connectionist, or hybrid) Achievements Estimated requirements Non-laboratory usages Activity status(active or dead + RSS news) Year of creation Related publications License(if applies, for example GPL)4CAPS hybrid ACT-R hybrid 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. Anderson, 2007 ASMO hybrid robotic systems IBM internet-of-things system 2009 Novianto, Johnston and Williams 2010 CHREST symbolic 1992 CLARION hybrid psychological theories derived from it 1994 Sun, 2002, 2016 Copycat Deeplearning4j hybrid online learning, anomaly detection, image recognition Josh Patterson & Adam Gibson (2017) DUAL hybrid EPAM 1959 EPIC GLAIR symbolic Bona and Shapiro, 2009 Hierarchical Temporal Memory connectionist online learning, anomaly detection anomaly detection 2009 Hawkins et al (multiple) LIDA symbolic MAMID Hudlicka, 2002; 2003 Mibe architecture 1998 OpenCog hybrid chatbot, game avatar misc subsystems in commercial, financial, medical 2001 Goertzel et al (multiple) Parallel terraced scan Procedural Reasoning System R-CAST Soar symbolic 1983 Laird (2012) 2 clauseSigma Hybrid Ray Kurzweil Awards at AGI 2011 and 2012 2009 Rosenbloom, Demski, Ustun (2016) 2 clauseSOSIELSymbolic.Net Corepolicy analysis2018Sotnik (2018)TinyCog symbolic 2015 Bergmann and Fenton, 2015 V3
See also List of artificial intelligence projects Lists of open-source artificial intelligence software Comparison of deep-learning software
External links
A Survey of Cognitive and Agent Architectures by the Artificial Intelligence Lab, University of Michigan A Framework for Comparing Agent Architectures by Aaron Sloman and Matthias Scheutz, Originally Published in Proceedings UKCI'02, UK Workshop on Computational Intelligence, September 2002, Birmingham, UK Feature-by-Feature Comparison of Cognitive Architectures started in October 2009, updated for BICA-2010 cogarch.org Cognitive Architecture Wiki Sigma Cognitive Architecture homepage and code repository
References