Cognitive paradigms: Which one is the best?

Cognitive Systems Research

Volumn 5, Issue 2, 2004, Pages 135-156

  Gershenson, Carlos ^a  

^a VRIJE UNIVERSITEIT BRUSSEL   (Belgium)

Author keywords

Behaviour based; Braitenberg architectures; Cognition; Concept based; Modelling; Neural networks; Rule based; Virtual laboratory

Indexed keywords

ARTICLE; BEHAVIOR; COGNITION; DISCRIMINATION LEARNING; EMPIRICISM; EXPERIMENTATION; HUMAN; LABORATORY; MODEL; NERVE CELL NETWORK; NONHUMAN; PHILOSOPHY; PRIORITY JOURNAL; SURVIVAL; VIRTUAL REALITY;

EID: 2442430168     PISSN: 13890417     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cogsys.2003.10.002     Document Type: Article

References (78)

1. Aerts D. Being and change: Foundations of a realistic operational formalism Aerts D. Czachor M. Durt T. Probing the structure of quantum mechanics: Nonlinearity, nonlocality, probability and axiomatics 2002 World Scientific Singapore
2. Ashby W.R. The nervous system as a physical machine: With special reference to the origin of adaptive behavior Mind 56 221 1947 44-59
3. Arbib M.A. The handbook of brain theory and neural networks 1995 MIT Press Cambridge, MA
4. Balkenius C. Gärdenfors P. Nonmonotonic inferences in neural networks Allen J.A. et al. Principles of knowledge representation and reasoning: Proceedings of the second international conference 1991 32-39 Morgan Kaufmann Los Altos, CA
5. Balkenius C. Zlatev J. Brezeal C. Dautenhahn K. Kozima H. Proceedings of the first international workshop on epigenetic robotics: Modeling cognitive development in robotic systems Vol. 85 2001 Lund University Cognitive Studies Lund, Sweden
6. Bar-Yam Y. Dynamics of complex systems 1997 Addison-Wesley Reading, MA
7. Bekoff M. Allen C. Burghardt G.M. The cognitive animal: Empirical and theoretical perspectives on animal cognition 2002 MIT Press Cambridge, MA
8. Beer R.D. Toward the evolution of dynamical neural networks for minimally cognitive behavior Maes P. et al. From animals to animats 4: Proceedings of the fourth international conference on simulation of adaptive behavior 1996 421-429 MIT Press Cambridge, MA
9. Beer R.D. Dynamical approaches in cognitive science Trends in Cognitive Neuroscience 4 3 2000 91-99
10. Berlekamp, E. R., Conway, J. H., & Guy, R. K. (1982). What is life. Ch. 25 in winning ways for your mathematical plays, Vol. 2: Games in particular. New York: Academic Press
11. Braitenberg V. Vehicles: Experiments in synthetic psychology 1984 MIT Press Cambridge, MA
12. Brooks R.A. A robust layered control system for a mobile robot IEEE Journal of Robotics and Automation RA-2 April 1986 14-23
13. Brooks, R. A. (1991). Intelligence Without Reason. In Proceedings of the 12th international joint conference on artificial intelligence. Los Altos, CA: Morgan Kauffman
14. Clark A. Being there: Putting brain, body and world together again 1997 MIT Press Cambridge, MA
15. Clark A. Thornton C. Trading spaces: Computation, representation and the limits of uninformed learning Behavioral and Brain Sciences 20 1997 57-90
16. Clark A. Toribio J. Doing without representing? Synthese 101 1995 401-431
17. Di Paolo E.A. Noble J. Bullock S. Simulation models as opaque thought experiments Artificial Life VII 2000 1-6
18. Fodor J.A. The language of thought 1976 Harvard University Press Cambridge, MA
19. Fodor J.A. Pylyshyn Z.W. Connectionism and cognitive architecture: A critical analysis Pinker S. Mehler J. Connections and symbols 1988 MIT Press Cambridge, MA
20. Gärdenfors P. How logic emerges from the dynamics of information van Eijck J. Visser A. Logic and information flow 1994 49-77 MIT Press Cambridge, MA
21. Gärdenfors P. Conceptual spaces 2000 MIT Press Cambridge, MA
22. Gershenson, C. (2001). Artificial Societies of Intelligent Agents. Unpublished BEng Thesis, Fundación Arturo Rosenblueth, México. http://cogprints.ecs.soton.ac.uk/archive/00001477/
23. Gershenson, C. (2002a). Complex philosophy. Proceedings of the 1st biennial seminar on philosophical, methodological - epistemological implications of complexity theory, La Habana, Cuba. http://arXiv.org/abs/nlin.AO/0109001
24. Gershenson C. Behaviour-based knowledge systems: An epigenetic path from behaviour to knowledge Prince C.C. Demiris Y. Marom Y. Kozima H. Balkenius C. Proceedings of the 2nd international workshop on epigenetic robotics: modeling cognitive development in robotic systems LUCS 94 2000 35-41 Edinburgh Scotland
25. Gershenson C. Classification of random Boolean networks Standish R.K. Bedau M.A. Abbass H.A. Artificial life VIII: Proceedings of the eight international conference on artificial life 2002 1-8 MIT Press Sydney, Australia
26. Gershenson, C. (2002d). A comparison of different cognitive paradigms using simple animats in a virtual laboratory, with implications to the notion of cognition. Unpublished M.Sc. Thesis, University of Sussex, UK. http://cogprints.ecs.soton.ac.uk/archive/00002452/
27. Gershenson, C. (unpublished). Adaptive development of koncepts in virtual animats: Insights into the development of knowledge. Adaptive Systems Project, COGS, University of Sussex, 2002. http://arxiv.org/abs/cs/0211027
28. Gershenson, C., & González, P. P. (2000). Dynamic adjustment of the motivation degree in an action selection mechanism. Proceedings of ISA'2000, Wollongong, Australia. http://arxiv.org/abs/cs.AI/0211038
29. Gershenson C. González P.P. Negrete J. Thinking adaptive: Towards a behaviours virtual laboratory Meyer J.A. et al. SAB2000 proceedings supplement 2000 ISAB Press Paris, France
30. González, P. P. (2000). Redes de Conductas Internas como Nodos-Pizarrón: Selección de Acciones y Aprendizaje en un Robot Reactivo. Ph.D. Dissertation, Instituto de Investigaciones Biomédicas/UNAM, México
31. González P.P. Negrete J. Barreiro A.J. Gershenson C. A model for combination of external and internal stimuli in the action selection of an autonomous agent Cairó O. et al. MICAI 2000: Advances in artificial intelligence. Lecture notes in artificial intelligence Vol. 1793 2000 621-633 Springer Berlin
32. Hallam B. Floreano D. Hallam J. Hayes G. Meyer J.-A. From animals to animats 7: Proceedings of the seventh international conference on simulation of adaptive behavior 2002 MIT Press Cambridge, MA
33. Hershberg U. Efroni S. The immune system and other cognitive systems Complexity 6 5 2001 14-21
34. Heylighen F. Autonomy and cognition as the maintenance and processing of distinctions Heylighen F. Rosseel E. Demeyere F. Self-steering and cognition in complex systems 1990 89-106 Gordon and Breach London
35. Holland J. Adaptation in natural and artificial systems 2nd ed. 1992 MIT Press Cambridge, MA
36. Husbands P. Smith T. Jakobi N. O'Shea M. Better living through chemistry: Evolving GasNets for robot control Connection Science 10 4 1998 185-210
37. Jakobi N. Husbands P. Harvey I. Noise and the reality gap: The use of simulation in evolutionary robotics Advances in artificial life: Proceedings of the 3rd European conference on artificial life Lecture notes in artificial intelligence Vol. 929 1995 704-720 Springer Berlin
38. Jonker, C. M., Snoep, J. L., Treur, J., Westerhoff, H. V., Wijngaards, W. C. A. (2001). Embodied intentional dynamics of bacterial behaviour. In R. Pfeifer, M. Lungarella (Eds.), Proceedings of the international workshop on emergence and development of embodied cognition
39. Kauffman S.A. Metabolic stability and epigenesis in randomly constructed genetic nets Journal of Theoretical Biology 22 1969 437-467
40. Kirsch D. Today the earwig, tomorrow man? Artificial Intelligence 47 1991 161-184
41. Kolen J.F. Pollack J.B. The observer's paradox: Apparent computational complexity in physical systems Journal of Experimental and Theoretical Artificial Intelligence 7 1995 253-277
42. Lambrinos, D., Scheier, Ch. (1995). Extended braitenberg architectures. Technical Report AI Lab no. 95.10, Computer Science Department, University of Zurich. ftp://ftp.ifi.unizh.ch/pub/institute/ailab/ techreports/95.10.ps.gz
43. Langton C.G. Artificial life, Santa Fe institute studies in the sciences of complexity 1989 Addison-Wesley Reading, MA
44. Lenat D. Feigenbaum E. On the thresholds of knowledge Kirsh D. Foundations of artificial intelligence 1992 MIT Press Cambridge, MA
45. Maes P. Situated agents can have goals Journal of Robotics and Autonomous Systems 6 1-2 1990
46. Maes P. A bottom-up mechanism for behaviour selection in an artificial creature Meyer J.A. Wilson S.W. From animals to animats: Proceedings of the first international conference on simulation of adaptive behaviour 1991 MIT Press/Bradford Books Cambridge, MA
47. Maes, P. (1994). Modelling adaptive autonomous agents. Journal of Artificial Life, 1(1-2)
48. McClelland, J. L., Rumelhart, D. E., & the PDP Research Group (Eds.). (1986). Parallel distributed processing: Explorations in the microstructure of cognition, Vol. 2: Psychological and biological models. Cambridge, MA: MIT Press
49. McFarland D. The Oxford companion to animal behavior 1981 Oxford University Press Oxford
50. Maturana H.R. Varela F.J. Autopoiesis and cognition: The realization of the living 1980 Reidel Dordrecht
51. Maturana, H. R., & Varela, F. J. (1987). The tree of knowledge: The biological roots of human understanding. Shambhala
52. Newell A. Physical symbol systems Cognitive Science 4 1980 135-183
53. Newell A. Unified theories of cognition 1990 Harvard University Press Washington, DC
54. Newell A. Simon H. Human problem solving 1972 Prentice-Hall Englewood Cliffs, NJ
55. Piaget J. Genetic epistemology 1968 Columbia University Press New York
56. Pylyshyn Z.W. Computation and cognition 1984 MIT Press Cambridge, MA
57. Riegler, A. (2002). When is a cognitive system embodied? [Special issue on situated and embodied cognition], Cognitive Systems Research 3, 339-348. http://dx.doi.org/10.1016/S1389-0417(02)00046-3
58. Rosenblueth A. Wiener N. The role of models in science Philosophy of Science 12 1945 316-321
59. Rumelhart, D. E., McClelland, J. L., & the PDP Research Group (Eds.). (1986). Parallel distributed processing: Explorations in the microstructure of cognition, Vol. 1: Foundations. Cambridge, MA: MIT Press
60. Russell, B., Whitehead, A. N. (1910-13). Principia mathematica. Cambridge: Cambridge University Press
61. Seth A.K. Evolving action selection and selective attention without actions, attention, or selection Pfeifer R. et al. From animals to animats 5: Proceedings of the fifth international conference on simulation of adaptive behavior 1998 139-147 MIT Press Cambridge, MA
62. Shortliffe E. Computer based medical consultations: MYCIN 1976 Elsevier Amsterdam
63. Singleton, D. (2002). An evolvable approach to the maes action selection mechanism. Unpublished M.Sc. Thesis, University of Sussex
64. Slocum A.C. Downey D.C. Beer R.D. Further experiments in the evolution of minimally cognitive behavior: From perceiving affordances to selective attention Meyer J.-A. et al. From animals to animats 6: Proceedings of the sixth international conference on simulation of adaptive behavior 2000 430-439 MIT Press Cambridge, MA
65. Smolensky P. On the proper treatment of connectionism Behavioural and Brain Sciences 11 1988 1-23
66. Stewart J. Cognition=life: Implications for higher-level cognition Behavioural Processes 35 1-3 1996 311-326
67. Thornton C. Truth from trash: how learning makes sense 2000 MIT Press Cambridge, MA
68. Turing A.M. On computable numbers, with an application to the Entscheidungs problem In Proceedings of the London Mathematical Society 42 2 1936 230-265
69. Turing A.M. Computing machinery and intelligence Mind LIX 236 1950 433-460
70. Tyrrell, T. (1993). Computational mechanisms for action selection. Ph.D. Dissertation, University of Edinburgh
71. Varela F. Thompson E. Rosch E. The embodied mind: Cognitive science and human experience 1991 MIT Press Cambridge, MA
72. Vauclair J. Animal cognition 1996 Harvard University Press Cambridge, MA
73. von Bertalanffy L. General system theory: Foundations, development, applications 1968 George Braziller
74. Walter W.G. An imitation of life Scientific American 182 5 1950 42-45
75. Walter W.G. A machine that learns Scientific American 185 2 1951 60-63
76. Webb B. Can robots make good models of biological behaviour Behavioral and Brain Sciences 26 6 2001
77. Wiener N. Cybernetics; or, control and communication in the animal and the machine 1948 MIT Press Cambridge, MA
78. Wolfram S. A new kind of science 2002 Wolfram Media