Comparison of cognitive architectures
Introduction 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  ? ? ? active  ? Anderson, 2007 ASMO hybrid  Many robotic systems  ? IBM internet-of-things system  active  2009  Novianto, Johnston and Williams 2010 CHREST symbolic  ? ? ? active  1992   ? CLARION hybrid  Many psychological theories derived from it  ? ? active  1994  Sun, 2002, 2016 Copycat ? ? ? ? ? ? ? Deeplearning4j hybrid  online learning, anomaly detection, image recognition  ? ? active   Josh Patterson & Adam Gibson (2017)  Apache 2.0 DUAL hybrid  ? ? ? ? ? ? EPAM ? ? ? ? ? 1959   ? EPIC ? ? ? ? ? ? ? GLAIR symbolic  ? ? ? active  ? Bona and Shapiro, 2009  ? Hierarchical Temporal Memory connectionist  online learning, anomaly detection  ? anomaly detection  active  2009  Hawkins ''et al'' (multiple)  AGPLLIDA symbolic  ? ? ? ? ? ? MAMID ? ? ? ? ? ? Hudlicka, 2002; 2003  ? Mibe architecture ? ? ? ? ? 1998  ? OpenCog hybrid  chatbot, game avatar  ? misc subsystems in commercial, financial, medical  active  2001  Goertzel ''et al'' (multiple)  AGPLParallel terraced scan ? ? ? ? ? ? ? Procedural Reasoning System ? ? ? ? ? ? ? R-CAST ? ? ? ? ? ? ? Soar symbolic    ? ? yes  active  1983   Laird (2012)   BSD 2 clause Sigma Hybrid  Ray Kurzweil Awards at AGI 2011 and 2012  ? not yet  active  2009   Rosenbloom, Demski, Ustun (2016)   BSD 2 clause SOSIELSymbolic.Net Corepolicy analysisactive2018 Sotnik (2018)open source TinyCog symbolic  ? ? ? active  2015  Bergmann and Fenton, 2015  GPL V3
See also * List of artificial intelligence projects* 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 on October 2009, updated for BICA-2010*  cogarch.org Cognitive Architecture Wiki* Sigma Cognitive Architecture  homepage and code  repository
References