Towards Autonomous Creative Systems: A Computational Approach

Cognitive Computation

Volumn 4, Issue 3, 2012, Pages 216-225

  Saunders, Rob ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

Artificial creative systems; Autonomy; Autopoiesis; Computational creativity; Evolution of language; Intrinsic motivation; Language games; Systems theories of creativity

Indexed keywords

AUTONOMY; AUTOPOIESIS; COMPUTATIONAL CREATIVITY; CREATIVE SYSTEMS; EVOLUTION OF LANGUAGE; INTRINSIC MOTIVATION; LANGUAGE GAMES;

ARTIFICIAL INTELLIGENCE;

MOTIVATION;

EID: 84866484286     PISSN: 18669956     EISSN: 18669964     Source Type: Journal    
DOI: 10.1007/s12559-012-9131-x     Document Type: Article

References (83)

1. Amabile TM. Motivation and creativity: effects of motivational orientation on creative writing. J Pers Soc Psychol. 1985; 48: 393-9.
2. Anderson JR, Lebiere C. The atomic components of thought. Mahwah: Erlbaum; 1998.
3. Arden R, Chavez RS, Grazioplene R, Jung RE. Neuroimaging creativity: A psychometric view. Behav Brain Res. 2010; 214: 143-56.
4. Axelrod R. The dissemination of culture: a model with local convergence and global polarization. J Confl Resolut. 1997; 41(2): 203-26. doi: 10. 2307/174371, http://www. dx. doi. org/10. 2307/17437.
5. Berlyne DE. Conflict, arousal and curiosity. New York: McGraw-Hill; 1960.
6. Berlyne DE. Aesthetics and psychobiology. New York: Appleton-Century-Crofts; 1971.
7. Boden MA. The creative mind: myths and mechanisms. London: Cardinal; 1990.
8. Boden MA, editor. Dimensions of creativity. Cambridge: MIT Press; 1994.
9. Boden MA. Creativity and unpredictability. Stanf Educ Humanit Rev. 1995; 4(2): 123-39.
10. Boden MA. The creative mind: myths and mechanisms. 2nd ed. London: Routledge; 2004.
11. Bohm D. On creativity. Leonardo 1968; 1(2): 137-49.
12. Bourgine P, Stewart J. Autopoiesis and cognition. Artif Life 2004; 10: 327-45.
13. Bown O. Theoretical and computational models of cohesion, competition and maladaptation in the evolution of human musical behaviour. PhD thesis, London: University of London (Goldsmiths); 2008.
14. Chermahini SA, Hommel B. The (b)link between creativity and dopamine: spontaneous eye blink rates predict and dissociate divergent and convergent thinking. Cognition 2010; 115: 458-65.
15. Clark A. Being there: putting brain, body, and world together again. Cambridge: A Bradford Book; 1998.
16. Colton JCS, Pease A. Computational creativity theory: the face and idea models. In: Proceedings of the international conference on computational creativity. 2011.
17. Colton S, Bundy A, Walsh T. Agent based cooperative theory formation in pure mathematics. In: Proceedings of the AISB'00 symposium on creative and cultural aspects and applications of AI and cognitive science. 2000.
18. Csikszentmihalyi M. The nature of creativity. In: Sternberg RJ, editor. Society, culture, and person: a systems view of creativity. Cambridge: Cambridge University Press; 1988. pp. 325-39.
19. Csikszentmihalyi M. Creativity: flow and the psychology of discovery and invention. New York: Harper Collins; 1997.
20. Csikszentmihalyi M. Implications of a systems perspective for the study of creativity. In: Sternberg RJ, editor. Handbook of creativity. Cambridge: Cambridge University Press; 1999. pp. 313-35.
21. Feldman DH, Csikszentmihalyi M, Gardner H. Changing the world: a framework for the study of creativity. Westport: Praeger Publishers; 1994.
22. Gabora L. Meme and variations: a computer model of cultural evolution. In: Nadel L, Stein DL, editors. 1993 Lectures in complex systems. Addison Wesley; 1995. pp. 471-486, http://www. vub. ac. be/CLEA/liane/papers/mav. ht.
23. Galenson DW. Old masters and young geniuses: the two life cycles of artistic creativity. NJ: Princeton University Press; 2008.
24. Gardner H. Creating minds. New York: Basic Books; 1993.
25. Gaver WW, Mandler G. Play it again, sam: on liking music. Cogn Emot. 1987; 1: 259-82.
26. Gero JS, Sosa R. Creative design situations: artificial creativity in communities of design agents. In: CAADRIA. 2002.
27. Gruber HE. Darwin on man. Chicago: University of Chicago Press; 1974.
28. Guilford JP. Creativity. Am Psychol. 1950; 5(9): 444-454 (address of the President of the American Psychological Association at Pennsylvania State College, September 5, 19SO).
29. Hennessey BA, Amabile TM. Creativity. Annu Rev Psychol. 2010; 61: 569-98.
30. Humphrey NK. The illusion of beauty. Perception 1973; 2: 429-39.
31. Iba T. An autopoietic systems theory for creativity. In: 1st conference on collaborative innovation networks. 2009.
32. Jordanous AK. Evaluating computational creativity: a standardised procedure for evaluating creative systems and its application. PhD thesis, Department of Informatics, University of Sussex. 2011.
33. Koestler A. The act of creation. London: Pan Books; 1964.
34. Laird J, Rosenbloom P, Newell A. Soar: an architecture for general intelligence. Artif Intell. 1987; 33: 1-64.
35. Langley P, Simon HA, Bradshaw GL, Zytkow JM. Scientific discovery: computational explorations of the creative processes. Cambridge: MIT Press; 1987.
36. Lenat DB. Am: an artificial intelligence approach to discovery in mathematics as heuristic search. Ph. D. thesis, Stanford University, AI Lab., Stanford. 1976.
37. Lenat DB, Brown JS. Why am and eurisko appear to work. Artif Intell. 1984; 23(3): 269-94.
38. Lindqvist G. Vygotsky's theory of creativity. Creativity Res J. 2003; 15(2-3): 245-51.
39. Luhmann N. Soziale Systeme: Grundrieiner allgemeinen Theorie. Frankfurt: Suhrkamp; 1984.
40. Luisi PL. Autopoiesis: a review and a reappraisal. Naturwissenschaften 2003; 90: 49-59.
41. Martindale C. The clockwork muse. New York: Basic Books; 1990.
42. Martindale C, Moore K, West A. Relationship of preference judgements to typicality, novelty, and mere exposure. Empir Stud Arts 1988; 6(1): 79-96.
43. Maturana HR, Varela FJ. Autopoiesis and cognition: the realization of the living. Dordrecht: Reidel Publishing Company; 1980.
44. Mayer RE. Fifty years of creativity research. In: Sternberg RJ, editor. Handbook of creativity, chap 22. Cambridge: Cambridge University Press; 1999. pp. 449-60.
45. McCarthy J, Minsky M, Rochester N, Shannon C. A proposal for the dartmouth summer research project on artificial intelligence. 1955. http://www-formal. stanford. edu/jmc/history/dartmouth/dartmouth. htm.
46. McMullin B, Varela F. Rediscovering computational autopoiesis. In: Husbands P, Harley J, editors. Proceedings of the fourth ECAL. Cambridge: MIT Press; 1997.
47. Menabrea, LF. Sketch of the analytical engine invented by Charles Babbage, With notes upon the memoir by the translator Ada Augusta, Countess of Lovelace. Bibliotheque Universelle de Geneve, 82, October 1842. http://www. fourmilab. ch/babbage/sketch. html4.
48. Minsky M. A framework for representing knowledge. In: Winston P, editor. The psychology of computer vision. New York: McGraw-Hill; 1975.
49. Miranda ER, Kirby S, Todd PM. On computational models of the evolution of music: from the origins of musical taste to the emergence of grammars. Contemp Music Rev. 2003; 22(3): 91-111.
50. Oudeyer PY, Kaplan F. Discovering communication. Connect Sci. 2006; 18(2): 189-206.
51. Petroski H. The evolution of useful things. New York: Vintage; 1992.
52. Plucker JA, Beghetto RA, Dow GT. Why isn't creativity more important to educational psychologists? Potentials, pitfalls, and future directions in creativity research. Educ Psychol. 2004; 39(2): 83-96.
53. Poincaré H. Mathematical creation. In: The foundations of science: science and hypothesis, the value of science. New York: The Science Press; 1913. pp. 383-394 (translated by G. Bruce Halsted).
54. Rhodes M. An analysis of creativity. Phi Delta Kappan 1961; 42(7): 305-10.
55. Ritchie G. Assessing creativity. In: Proceedings of the AISB symposium on AI and creativity in arts and science. York; 2001. pp. 3-11.
56. Saunders R. Artificial creative systems and the evolution of language. In: Ventura D, Gervás P, Harrell DF, Maher ML, Pease A, Wiggins G, editors. Proceedings of the second international conference on computational creativity. México City; 2011. pp. 36-41.
57. Saunders R, Gero JS. Artificial creativity: A synthetic approach to the study of creative behaviour. In: Gero JS, editor. Computational and cognitive models of creative design V. Sydney: University of Sydney; 2001. pp. 113-39.
58. Saunders R, Gero JS. How to study artificial creativity. In: Proceedings of creativity and cognition; 2002. p. 4.
59. Saunders R, Gemeinboeck P, Lombard A, Bourke D, Kocabali B. Curious whispers: an embodied artificial creative system. In: International conference on computational creativity 2010, 7-9 January 2010. Lisbon; 2010.
60. Sawyer R. Group creativity: music, theater, collaboration. Mahwah: Lawrence Erlbaum Associates; 2003.
61. Sawyer RK. Group genius: the creative power of collaboration. New York: Basic Books; 2008.
62. Sheldon KM. Creativity and self-determination in personality. Creativity Res J. 1995; 8(1): 25-36.
63. Simonton DK. Genius, creativity, and leadership: historiometric inquiries. Cambridge: Harvard University Press; 1984.
64. Simonton DK. Creativity, leadership, and chance. In: Sternberg RJ, editor. The nature of creativity, chap 16. Cambridge: Cambridge University Press; 1988. pp. 386-426.
65. Simonton DK. Psychology, science and history: a introduction to historiometry. New Haven: Yale University Press; 1990.
66. Sims K. Artificial evolution for computer graphics. Comput Graph; 1991; 25(4): 319-28.
67. Smithers T. Autonomy in robots and other agents. Brain Cogn. 1997; 34: 88-106.
68. Steels L. A self-organizing spatial vocabulary. Artif Life 1995; 2(3): 319-32.
69. Steels L. Perceptually grounded meaning creation. In: Tokoro M, editor. ICMAS96. Canada: AAAI Press; 1996.
70. Sternberg RJ, editor. The nature of creativity: contemporary psychological perspectives. Cambridge: Cambridge University Press; 1988.
71. Sternberg RJ, Lubart TI. The concept of creativity: prospects and paradigms. In: Sternberg RJ, editor. The handbook of creativity. Cambridge: Cambridge University Press; 1999. pp. 3-15.
72. Takeuchi H, Taki Y, Hashizume H, Sassa Y, Nagase T, Nouchi R, Kawashima R. Failing to deactivate: the association between brain activity during a working memory task and creativity. NeuroImage 2011; 55: 681-7.
73. Tardif TZ, Sternberg RJ. What do we know about creativity? In: Sternberg RJ, editor. The nature of creativity, chap 17. Cambridge: Cambridge University Press; 1988. pp. 429-40.
74. Taylor CW. Various approaches to the definition of creativity. In: Sternberg RJ, editor. The nature of creativity: contemporary psychological perspectives. Cambridge: Cambridge University Press; 1988. pp. 99-124.
75. Turing A. Machine intelligence. In: Copeland BJ, editor. The essential turing: the ideas that gave birth to the computer age. Oxford: Oxford University Press; 1948.
76. Varela F. El fenmeno de la vida. Santiago: Ensayo; 2000.
77. Varela FJ. Principles of biological autonomy. The North-Holland Series in General Systems Research, vol. 2. New York: Elsevier North-Holland Inc.; 1979.
78. Vygotsky LS. The psychology of art. Cambridge: MIT Press. Original work published 1930; (1971/1930).
79. Wallas G. Art of thought. New York: Harcourt Brace; 1926.
80. Weisberg RW. Problem solving and creativity. In: Sternberg RJ, editor. The nature of creativity. Cambridge: Cambridge University Press; 1988.
81. Wiggins GA. A preliminary framework for description, analysis and comparison of creative systems. J Knowl Based Syst. 2006; 19(7): 449-58.
82. Wittgenstein L. Philosophical investigations. London: Blackwell; 1953.
83. McCorduck P. AARON'S Code: Meta-Art, Artificial Intelligence, and the Work of Harold Cohen. London: WH Freeman & Co; 1990.