Difference between revisions of "Artificial Cognitive Systems"
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== Videos == | == Videos == | ||
| − | + | [http://www.vernon.eu/euCognition_Elizabeth_Spelke.mp4 Elizabeth Spelke's talk on ''Core Knowledge of Number and Geometry''] at [http://www.vernon.eu/euCognition/inaugural.htm the inaugural meeting] of [http://www.eucognition.org euCognition] in 2006<BR> | |
| − | + | [https://www.youtube.com/watch?v=7s0CpRfyYp8 Daniel Wolpert TED Talk on the real reason for brains] <BR> | |
== Research Challenges == | == Research Challenges == | ||
| − | + | [https://www.frontiersin.org/articles/10.3389/fnbot.2018.00034/full Social Cognition for Human-Robot Symbiosis—Challenges and Building Blocks] | |
== Surveys == | == Surveys == | ||
| − | + | [https://link.springer.com/article/10.1007/s10462-018-9646-y 40 years of cognitive architectures: core cognitive abilities and practical applications] <BR> | |
| − | + | [http://jtl.lassonde.yorku.ca/project/cognitive_architectures_survey/ Companion website for 40 years of cognitive architectures: core cognitive abilities and practical applications] <BR> | |
| − | + | [http://bicasociety.org/cogarch/architectures.htm Biologically Inspired Cognitive Architectures Society (BICA) comparison of 25 cognitive architectures] | |
| − | + | [http://www.cs.bham.ac.uk/research/projects/cogaff/00-02.html#89 A Framework for Comparing Agent Architectures] | |
| − | + | [http://www.sciencedirect.com/science/article/pii/S0925231210003498 A world survey of artificial brain projects, Part II: Biologically inspired cognitive architectures] | |
== Educational Resources == | == Educational Resources == | ||
| − | + | [http://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-66j-computational-cognitive-science-fall-2004/lecture-notes/ MIT Open Courseware: Computational Cognitive Science] | |
| − | + | [https://cbmm.mit.edu/learning-hub MIT Center for Brains, Minds and Machines (CBMM) Science of Intelligence Learning Hub] | |
| − | + | [http://www.cs.bath.ac.uk/cogsys/index.html Cognitive Systems Outreach] coordinated by Joanna Bryson, University of Bath, UK. | |
== Definitions of Cognition == | == Definitions of Cognition == | ||
| − | + | [http://www.vernon.eu/euCognition/definitions.htm Over 40 Definitions of Cognition] (it has proved difficult to define cognition and it is worth reading Aaron Sloman's argument that it isn't worth trying). | |
| − | + | [http://www.vernon.eu/publications/14_Vernon_Cognitive_System.pdf A definition of a cognitive system] from the [http://www.springer.com/computer/image+processing/book/978-0-387-30771-8 Springer Reference Guide to Computer Vision]. | |
== White Papers == | == White Papers == | ||
| − | + | [http://www.kutayzorlu.com/wp-content/uploads/2017/08/Computing_Cognition_WhitePaper.pdf Computing, cognition and the future of knowing] John Kelly, Senior Vice President, IBM Research and Solutions Portfolio. | |
| − | + | [http://www.vernon.eu/euCognition/asm-whitepaper-final-060804.pdf Action selection for Intelligent Systems], Cyril Brom, Charles University, Prague, and Joanna Bryson, University of Bath, UK. | |
== Tutorials and Resources == | == Tutorials and Resources == | ||
| − | + | [http://www.eucognition.org/index.php?page=tutorial-on-embodiment Tutorial on Embodiment]: a wide-ranging summary of the main aspects of this discipline, from cognitivist AI right through to embodied emergent cognition, by Matej Hoffmann, Dorit Assaf, and Rolf Pfeifer at the Artificial Intelligence Laboratory Department of Informatics, University of Zurich | |
| − | + | [http://www.embodiment.org.uk/bibliog.htm Books and articles related to embodiment] | |
| − | + | [http://www.cse.buffalo.edu/~rapaport/575/situatedcog.html Situated / Embedded / Extended Cognition Resources]: material provided by William Rapaport, University at Buffalo - State University of New York, for a course on cognitive science. | |
| − | + | [http://www.enolagaia.com/UMUArchive/Tutorial.html Tutorial on Autpoiesis, Autonomy, and Enactive Cognitive Science] by Randall Whittaker | |
| − | + | [http://act-r.psy.cmu.edu/?post_type=publications&p=14460 Teaching Material for the ACT-R Cognitive Architecture] by William G. Kennedy | |
== Journals == | == Journals == | ||
| − | + | [http://cis.ieee.org/publications/131-ieee-transactions-on-cognitive-and-developmental-systems IEEE Transactions on Cognitive and Developmental Systems] | |
| − | + | [http://www.journals.elsevier.com/cognitive-systems-research Cognitive Systems Research] | |
| − | + | [http://www.sciencedirect.com/science/journal/2212683X Biologically Inspired Cognitive Architectures] | |
| − | + | [http://www.univie.ac.at/constructivism/journal/ Constructivist Foundations] | |
| − | + | [https://grey.colorado.edu/CompCogNeuro/index.php/CCNBook/Main Computational Cognitive Neuroscience] | |
== Books == | == Books == | ||
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== Research Networks and Societies == | == Research Networks and Societies == | ||
| − | + | [http://www.ieee-coro.org/ TC-CORO: IEEE Technical Committee on Cognitive Robotics] | |
| − | + | [http://www.vernon.eu/euCognition/index.htm euCognition: European Network for the Advancement of Artificial Cognitive Systems]. This network was the first in a series of three networks, culminating in EUCog below. | |
| − | + | [http://www.eucognition.org EUCog: European Society for Cognitive Systems] | |
| − | + | [http://bicasociety.org BICA: Biologically Inspired Cognitive Architectures Society] | |
| − | + | [http://www.esscs.org/index.php ESSCS: European Society for the Study of Cognitive Systems] | |
== Degrees in Cognitive Systems == | == Degrees in Cognitive Systems == | ||
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The following is a sample of the Master-level degrees that are available in cognitive systems. If you know of other degree programs that you think I should feature here, please send me an email (the address is on my [http://www.vernon.eu website]). | The following is a sample of the Master-level degrees that are available in cognitive systems. If you know of other degree programs that you think I should feature here, please send me an email (the address is on my [http://www.vernon.eu website]). | ||
| − | + | [http://www.upf.edu/postgrau/en/technology/presentacio/ Universitat Pompeu Fabra, Spain: Interdisciplinary Master in Cognitive Systems and Interactive Media (60 ECTS)] | |
| − | + | [http://www.in.tum.de/fuer-studieninteressierte/master-studiengaenge/robotics-cognition-intelligence.html Technical University of Munich: Robotics, Cognition, and Intelligence] | |
| − | + | [http://www2.warwick.ac.uk/fac/sci/dcs/teaching/pgcourses/cogsys-msc/ University of Warwick: M.Sc. in Cognitive Systems] | |
| − | + | [http://www.degrees.uzh.ch/studiengang.php?CG_SAP_id=50332893&SC_SAP_id=50332888&lang=en University of Zurich: Master of Science in Informatics - Multimodal and Cognitive Systems] | |
| − | + | [http://www.jacobs-university.de/ses/cosyp Jacobs University, Germany: Cognitive Systems and Processes] | |
== Business Issues == | == Business Issues == | ||
| − | + | [https://hbr.org/2018/01/artificial-intelligence-for-the-real-world Artificial Intelligence for the Real World] A Harvard Business Review perspective on using artificial cognitive capabilities in business. | |
Revision as of 00:15, 13 November 2020
Here are some links to resources that are relevant for my course on Artificial Cognitive Systems on my main website.
Contents
Videos
Elizabeth Spelke's talk on Core Knowledge of Number and Geometry at the inaugural meeting of euCognition in 2006
Daniel Wolpert TED Talk on the real reason for brains
Research Challenges
Social Cognition for Human-Robot Symbiosis—Challenges and Building Blocks
Surveys
40 years of cognitive architectures: core cognitive abilities and practical applications
Companion website for 40 years of cognitive architectures: core cognitive abilities and practical applications
Biologically Inspired Cognitive Architectures Society (BICA) comparison of 25 cognitive architectures
A Framework for Comparing Agent Architectures
A world survey of artificial brain projects, Part II: Biologically inspired cognitive architectures
Educational Resources
MIT Open Courseware: Computational Cognitive Science MIT Center for Brains, Minds and Machines (CBMM) Science of Intelligence Learning Hub Cognitive Systems Outreach coordinated by Joanna Bryson, University of Bath, UK.
Definitions of Cognition
Over 40 Definitions of Cognition (it has proved difficult to define cognition and it is worth reading Aaron Sloman's argument that it isn't worth trying). A definition of a cognitive system from the Springer Reference Guide to Computer Vision.
White Papers
Computing, cognition and the future of knowing John Kelly, Senior Vice President, IBM Research and Solutions Portfolio. Action selection for Intelligent Systems, Cyril Brom, Charles University, Prague, and Joanna Bryson, University of Bath, UK.
Tutorials and Resources
Tutorial on Embodiment: a wide-ranging summary of the main aspects of this discipline, from cognitivist AI right through to embodied emergent cognition, by Matej Hoffmann, Dorit Assaf, and Rolf Pfeifer at the Artificial Intelligence Laboratory Department of Informatics, University of Zurich Books and articles related to embodiment Situated / Embedded / Extended Cognition Resources: material provided by William Rapaport, University at Buffalo - State University of New York, for a course on cognitive science. Tutorial on Autpoiesis, Autonomy, and Enactive Cognitive Science by Randall Whittaker Teaching Material for the ACT-R Cognitive Architecture by William G. Kennedy
Journals
IEEE Transactions on Cognitive and Developmental Systems Cognitive Systems Research Biologically Inspired Cognitive Architectures Constructivist Foundations Computational Cognitive Neuroscience
Books
Cognitive Architectures by M. Ferreira, J. Sequeira, and R. Ventura (Eds.)
Research Networks and Societies
TC-CORO: IEEE Technical Committee on Cognitive Robotics euCognition: European Network for the Advancement of Artificial Cognitive Systems. This network was the first in a series of three networks, culminating in EUCog below. EUCog: European Society for Cognitive Systems BICA: Biologically Inspired Cognitive Architectures Society ESSCS: European Society for the Study of Cognitive Systems
Degrees in Cognitive Systems
The following is a sample of the Master-level degrees that are available in cognitive systems. If you know of other degree programs that you think I should feature here, please send me an email (the address is on my website).
Universitat Pompeu Fabra, Spain: Interdisciplinary Master in Cognitive Systems and Interactive Media (60 ECTS) Technical University of Munich: Robotics, Cognition, and Intelligence University of Warwick: M.Sc. in Cognitive Systems University of Zurich: Master of Science in Informatics - Multimodal and Cognitive Systems Jacobs University, Germany: Cognitive Systems and Processes
Business Issues
Artificial Intelligence for the Real World A Harvard Business Review perspective on using artificial cognitive capabilities in business.
