메뉴 건너뛰기




Volumn 5499 LNAI, Issue , 2009, Pages 48-76

Driven by compression progress: A simple principle explains essential aspects of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL SYSTEMS; BOLTZMANN; FIRST DERIVATIVE; INTERESTINGNESS; LEARNING CURVES;

EID: 70349309538     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02565-5_4     Document Type: Conference Paper
Times cited : (77)

References (124)
  • 3
    • 8444230467 scopus 로고    scopus 로고
    • Seeking the key to music
    • Balter, M.: Seeking the key to music. Science 306, 1120-1122 (2004)
    • (2004) Science , vol.306 , pp. 1120-1122
    • Balter, M.1
  • 6
    • 70349315405 scopus 로고    scopus 로고
    • Bense, M.: Einführung in die informationstheoretische ästhetik. Grundlegung und Anwendung in der Texttheorie (Introduction to information-theoretical aesthetics. Foundation and application to text theory). Rowohlt Taschenbuch Verlag (1969)
    • Bense, M.: Einführung in die informationstheoretische ästhetik. Grundlegung und Anwendung in der Texttheorie (Introduction to information-theoretical aesthetics. Foundation and application to text theory). Rowohlt Taschenbuch Verlag (1969)
  • 7
    • 0003847310 scopus 로고
    • Harvard University Press, Cambridge
    • Birkhoff, G.D.: Aesthetic Measure. Harvard University Press, Cambridge (1933)
    • (1933) Aesthetic Measure
    • Birkhoff, G.D.1
  • 10
    • 70349330296 scopus 로고    scopus 로고
    • Introduction to the special issue on developmental robotics
    • Blank, D., Meeden, L.: Introduction to the special issue on developmental robotics. Connection Science 18(2) (2006)
    • (2006) Connection Science , vol.18 , Issue.2
    • Blank, D.1    Meeden, L.2
  • 12
    • 67449166946 scopus 로고    scopus 로고
    • How and why the brain lays the foundations for a conscious self
    • Butz, M.V.: How and why the brain lays the foundations for a conscious self. Constructivist Foundations 4(1), 1-14 (2008)
    • (2008) Constructivist Foundations , vol.4 , Issue.1 , pp. 1-14
    • Butz, M.V.1
  • 13
    • 10044242196 scopus 로고    scopus 로고
    • Designing emotions for activity selection in autonomous agents
    • Trappl, R, Petta, P, Payr, S, eds, The MIT Press, Cambridge
    • Cañamero, L.D.: Designing emotions for activity selection in autonomous agents. In: Trappl, R., Petta, P., Payr, S. (eds.) Emotions in Humans and Artifacts, pp. 115-148. The MIT Press, Cambridge (2003)
    • (2003) Emotions in Humans and Artifacts , pp. 115-148
    • Cañamero, L.D.1
  • 14
    • 0003328374 scopus 로고
    • Neural network exploration using optimal experiment design
    • Cowan, J, Tesauro, G, Alspector, J, eds, Morgan Kaufmann, San Francisco
    • Cohn, D.A.: Neural network exploration using optimal experiment design. In: Cowan, J., Tesauro, G., Alspector, J. (eds.) Advances in Neural Information Processing Systems 6, pp. 679-686. Morgan Kaufmann, San Francisco (1994)
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 679-686
    • Cohn, D.A.1
  • 17
    • 61349198400 scopus 로고
    • Composite portraits made by combining those of many different persons into a single figure
    • Galton, F.: Composite portraits made by combining those of many different persons into a single figure. Nature 18(9), 97-100 (1878)
    • (1878) Nature , vol.18 , Issue.9 , pp. 97-100
    • Galton, F.1
  • 18
    • 34347193348 scopus 로고
    • über formal unentscheidbare Sätze der Principia Mathematica und verwandter Systeme I.
    • Gödel, K.: über formal unentscheidbare Sätze der Principia Mathematica und verwandter Systeme I. Monatshefte für Mathematik und Physik 38, 173-198 (1931)
    • (1931) Monatshefte für Mathematik und Physik , vol.38 , pp. 173-198
    • Gödel, K.1
  • 19
    • 21244457900 scopus 로고    scopus 로고
    • Ph.D thesis, Department of Computer Sciences, University of Texas at Austin
    • Gomez, F.J.: Robust Nonlinear Control through Neuroevolution. Ph.D thesis, Department of Computer Sciences, University of Texas at Austin (2003)
    • (2003) Robust Nonlinear Control through Neuroevolution
    • Gomez, F.J.1
  • 20
    • 0031287711 scopus 로고    scopus 로고
    • Incremental evolution of complex general behavior
    • Gomez, F.J., Miikkulainen, R.: Incremental evolution of complex general behavior. Adaptive Behavior 5, 317-342 (1997)
    • (1997) Adaptive Behavior , vol.5 , pp. 317-342
    • Gomez, F.J.1    Miikkulainen, R.2
  • 21
    • 84880666558 scopus 로고    scopus 로고
    • Solving non-Markovian control tasks with neuroevolution
    • Denver, CO. Morgan Kaufmann, San Francisco
    • Gomez, F.J., Miikkulainen, R.: Solving non-Markovian control tasks with neuroevolution. In: Proc. IJCAI 1999, Denver, CO. Morgan Kaufmann, San Francisco (1999)
    • (1999) Proc. IJCAI
    • Gomez, F.J.1    Miikkulainen, R.2
  • 22
    • 19644395019 scopus 로고    scopus 로고
    • Active guidance for a finless rocket using neuroevolution
    • Chicago , Winner of Best Paper Award in Real World Applications. Gomez is working at IDSIA on a CSEM grant to Schmidhuber, J
    • Gomez, F.J., Miikkulainen, R.: Active guidance for a finless rocket using neuroevolution. In: Proc. GECCO 2003, Chicago (2003); Winner of Best Paper Award in Real World Applications. Gomez is working at IDSIA on a CSEM grant to Schmidhuber, J.
    • (2003) Proc. GECCO
    • Gomez, F.J.1    Miikkulainen, R.2
  • 28
    • 84938015047 scopus 로고
    • A method for construction of minimum-redundancy codes
    • Huffman, D.A.: A method for construction of minimum-redundancy codes. Proceedings IRE 40, 1098-1101 (1952)
    • (1952) Proceedings IRE , vol.40 , pp. 1098-1101
    • Huffman, D.A.1
  • 29
    • 70349349011 scopus 로고    scopus 로고
    • Hutter, M.: Universal Artificial Intelligence: Sequential Decisions based on Algorithmic Probability. Springer, Berlin (1847); On Schmidhuber's, J.: SNF grant 20-61847
    • Hutter, M.: Universal Artificial Intelligence: Sequential Decisions based on Algorithmic Probability. Springer, Berlin (1847); On Schmidhuber's, J.: SNF grant 20-61847
  • 30
    • 34548243292 scopus 로고    scopus 로고
    • On universal prediction and Bayesian confirmation
    • Computer Science
    • Hutter, M.: On universal prediction and Bayesian confirmation. Theoretical Computer Science (2007)
    • (2007) Theoretical
    • Hutter, M.1
  • 31
    • 0025721732 scopus 로고
    • Query-based learning applied to partially trained multilayer perceptrons
    • Hwang, J., Choi, J., Oh, S., Marks II., R.J.: Query-based learning applied to partially trained multilayer perceptrons. IEEE Transactions on Neural Networks 2(1), 131-136 (1991)
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.1 , pp. 131-136
    • Hwang, J.1    Choi, J.2    Oh, S.3    Marks II, R.J.4
  • 32
  • 34
    • 0001902056 scopus 로고
    • Three approaches to the quantitative definition of information
    • Kolmogorov, A.N.: Three approaches to the quantitative definition of information. Problems of Information Transmission 1, 1-11 (1965)
    • (1965) Problems of Information Transmission , vol.1 , pp. 1-11
    • Kolmogorov, A.N.1
  • 36
    • 0000202647 scopus 로고
    • Universal sequential search problems
    • Levin, L.A.: Universal sequential search problems. Problems of Information Transmission 9(3), 265-266 (1973)
    • (1973) Problems of Information Transmission , vol.9 , Issue.3 , pp. 265-266
    • Levin, L.A.1
  • 38
    • 0000695404 scopus 로고
    • Information-based objective functions for active data selection
    • MacKay, D.J.C.: Information-based objective functions for active data selection. Neural Computation 4(2), 550-604 (1992)
    • (1992) Neural Computation , vol.4 , Issue.2 , pp. 550-604
    • MacKay, D.J.C.1
  • 39
    • 0029311877 scopus 로고
    • Evolving mobile robots in simulated and real environments
    • Miglino, O., Lund, H., Nolfi, S.: Evolving mobile robots in simulated and real environments. Artificial Life 2(4), 417-434 (1995)
    • (1995) Artificial Life , vol.2 , Issue.4 , pp. 417-434
    • Miglino, O.1    Lund, H.2    Nolfi, S.3
  • 43
    • 0002318273 scopus 로고    scopus 로고
    • Efficient reinforcement learning through symbiotic evolution
    • Moriarty, D.E., Miikkulainen, R.: Efficient reinforcement learning through symbiotic evolution. Machine Learning 22, 11-32 (1996)
    • (1996) Machine Learning , vol.22 , pp. 11-32
    • Moriarty, D.E.1    Miikkulainen, R.2
  • 44
    • 70349318513 scopus 로고    scopus 로고
    • Nake, F.: ästhetik als Informationsverarbeitung. Springer, Heidelberg (1974)
    • Nake, F.: ästhetik als Informationsverarbeitung. Springer, Heidelberg (1974)
  • 46
    • 0029272644 scopus 로고
    • Inductive functional programming using incremental program transformation
    • Olsson, J.R.: Inductive functional programming using incremental program transformation. Artificial Intelligence 74(1), 55-83 (1995)
    • (1995) Artificial Intelligence , vol.74 , Issue.1 , pp. 55-83
    • Olsson, J.R.1
  • 47
    • 0029375851 scopus 로고
    • Gradient calculations for dynamic recurrent neural networks: A survey
    • Pearlmutter, B.A.: Gradient calculations for dynamic recurrent neural networks: A survey. IEEE Transactions on Neural Networks 6(5), 1212-1228 (1995)
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.5 , pp. 1212-1228
    • Pearlmutter, B.A.1
  • 48
    • 0028351708 scopus 로고
    • Facial shape and judgements of female attractiveness
    • Perrett, D.I., May, K.A., Yoshikawa, S.: Facial shape and judgements of female attractiveness. Nature 368, 239-242 (1994)
    • (1994) Nature , vol.368 , pp. 239-242
    • Perrett, D.I.1    May, K.A.2    Yoshikawa, S.3
  • 50
    • 70349334570 scopus 로고    scopus 로고
    • Pinker, S.: How the mind works. Norton, W. W. & Company, Inc. (1997)
    • Pinker, S.: How the mind works. Norton, W. W. & Company, Inc. (1997)
  • 51
    • 70349317337 scopus 로고    scopus 로고
    • Plutowski, M., Cottrell, G., White, H.: Learning Mackey-Glass from 25 examples, plus or minus 2. In: Cowan, J., Tesauro, G., Alspector, J. (eds.) Advances in Neural Information Processing Systems 6, pp. 1135-1142. Morgan Kaufmann, San Francisco (1994)
    • Plutowski, M., Cottrell, G., White, H.: Learning Mackey-Glass from 25 examples, plus or minus 2. In: Cowan, J., Tesauro, G., Alspector, J. (eds.) Advances in Neural Information Processing Systems 6, pp. 1135-1142. Morgan Kaufmann, San Francisco (1994)
  • 54
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen, J.: Modeling by shortest data description. Automatica 14, 465-471 (1978)
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 55
    • 70349318512 scopus 로고    scopus 로고
    • Robinson, A.J., Fallside, F.: The utility driven dynamic error propagation network. Technical Report CUED/F-INFENG/TR.1,Cambridge University Engineering Department (1987)
    • Robinson, A.J., Fallside, F.: The utility driven dynamic error propagation network. Technical Report CUED/F-INFENG/TR.1,Cambridge University Engineering Department (1987)
  • 56
    • 56049089041 scopus 로고    scopus 로고
    • State-Dependent Exploration for policy gradient methods
    • Daelemans, W, Goethals, B, Morik, K, eds, ECML PKDD 2008, Part II, Springer, Heidelberg
    • Rückstieß, T., Felder, M., Schmidhuber, J.: State-Dependent Exploration for policy gradient methods. In: Daelemans, W., Goethals, B., Morik, K. (eds.) ECML PKDD 2008, Part II. LNCS(LNAI), vol. 5212, pp. 234-249. Springer, Heidelberg (2008)
    • (2008) LNCS(LNAI , vol.5212 , pp. 234-249
    • Rückstieß, T.1    Felder, M.2    Schmidhuber, J.3
  • 58
    • 12744249791 scopus 로고
    • Making the world differentiable: On using fully recurrent self-supervised neural networks for dynamic reinforcement learning and planning in non-stationary environments
    • Technical Report FKI-126-90, Institut für Informatik, Technische Universität München
    • Schmidhuber, J.: Making the world differentiable: On using fully recurrent self-supervised neural networks for dynamic reinforcement learning and planning in non-stationary environments. Technical Report FKI-126-90, Institut für Informatik, Technische Universität München (1990)
    • (1990)
    • Schmidhuber, J.1
  • 59
    • 70349310396 scopus 로고    scopus 로고
    • Schmidhuber, J.: Adaptive curiosity and adaptive confidence. Technical Report FKI-149- 91, Institut für Informatik, Technische Universität München (April 1991); See also [60]
    • Schmidhuber, J.: Adaptive curiosity and adaptive confidence. Technical Report FKI-149- 91, Institut für Informatik, Technische Universität München (April 1991); See also [60]
  • 61
    • 2442467081 scopus 로고
    • A possibility for implementing curiosity and boredom in model-building neural controllers
    • Meyer, J.A, Wilson, S.W, eds, MIT Press/Bradford Books
    • Schmidhuber, J.: A possibility for implementing curiosity and boredom in model-building neural controllers. In: Meyer, J.A., Wilson, S.W. (eds.) Proc. of the International Conference on Simulation of Adaptive Behavior: From Animals to Animats, pp. 222-227. MIT Press/Bradford Books (1991)
    • (1991) Proc. of the International Conference on Simulation of Adaptive Behavior: From Animals to Animats , pp. 222-227
    • Schmidhuber, J.1
  • 62
    • 0000053463 scopus 로고
    • A fixed size storage O(n3) time complexity learning algorithm for fully recurrent continually running networks
    • Schmidhuber, J.: A fixed size storage O(n3) time complexity learning algorithm for fully recurrent continually running networks. Neural Computation 4(2), 243-248 (1992)
    • (1992) Neural Computation , vol.4 , Issue.2 , pp. 243-248
    • Schmidhuber, J.1
  • 63
    • 0001033889 scopus 로고
    • Learning complex, extended sequences using the principle of history compression
    • Schmidhuber, J.: Learning complex, extended sequences using the principle of history compression. Neural Computation 4(2), 234-242 (1992)
    • (1992) Neural Computation , vol.4 , Issue.2 , pp. 234-242
    • Schmidhuber, J.1
  • 64
    • 0040422903 scopus 로고
    • Learning factorial codes by predictability minimization
    • Schmidhuber, J.: Learning factorial codes by predictability minimization. Neural Computation 4(6), 863-879 (1992)
    • (1992) Neural Computation , vol.4 , Issue.6 , pp. 863-879
    • Schmidhuber, J.1
  • 65
    • 0041644968 scopus 로고    scopus 로고
    • A computer scientist's view of life, the universe, and everything
    • Freksa, C, Jantzen,M, Valk, R, eds, Foundations of Computer Science, Springer, Heidelberg
    • Schmidhuber, J.: A computer scientist's view of life, the universe, and everything. In: Freksa, C., Jantzen,M., Valk, R. (eds.) Foundations of Computer Science. LNCS, vol. 1337, pp. 201-208. Springer, Heidelberg (1997)
    • (1997) LNCS , vol.1337 , pp. 201-208
    • Schmidhuber, J.1
  • 68
    • 70349323476 scopus 로고    scopus 로고
    • Schmidhuber, J.: What's interesting? Technical Report IDSIA-35-97, IDSIA (1997), ftp://ftp.idsia.ch/pub/juergen/interest.ps.gz; extended abstract in Proc. Snowbird 1998, Utah (1998); see also [72]
    • Schmidhuber, J.: What's interesting? Technical Report IDSIA-35-97, IDSIA (1997), ftp://ftp.idsia.ch/pub/juergen/interest.ps.gz; extended abstract in Proc. Snowbird 1998, Utah (1998); see also [72]
  • 69
    • 70349321585 scopus 로고    scopus 로고
    • Schmidhuber, J.: Facial beauty and fractal geometry. Technical Report TR IDSIA-28-98, IDSIA (1998), Published in the Cogprint Archive: http://cogprints.soton.ac.uk
    • Schmidhuber, J.: Facial beauty and fractal geometry. Technical Report TR IDSIA-28-98, IDSIA (1998), Published in the Cogprint Archive: http://cogprints.soton.ac.uk
  • 70
    • 70349317335 scopus 로고    scopus 로고
    • Schmidhuber, J.: Algorithmic theories of everything. Technical Report IDSIA-20-00, quantph/ 0011122, IDSIA, Manno (Lugano), Switzerland, 2000. Sections 1-5: see [73]; Section 6: see [74]
    • Schmidhuber, J.: Algorithmic theories of everything. Technical Report IDSIA-20-00, quantph/ 0011122, IDSIA, Manno (Lugano), Switzerland, 2000. Sections 1-5: see [73]; Section 6: see [74]
  • 71
    • 70349307359 scopus 로고    scopus 로고
    • Sequential decision making based on direct search
    • Sun, R, Giles, C.L, eds, IJCAI-WS 1999, Springer, Heidelberg
    • Schmidhuber, J.: Sequential decision making based on direct search. In: Sun, R., Giles, C.L. (eds.) IJCAI-WS 1999. LNCS (LNAI), vol. 1828, p. 213. Springer, Heidelberg (2001)
    • (2001) LNCS (LNAI , vol.1828 , pp. 213
    • Schmidhuber, J.1
  • 72
    • 1642310989 scopus 로고    scopus 로고
    • Exploring the predictable
    • Ghosh, A, Tsuitsui, S, eds, Springer, Heidelberg
    • Schmidhuber, J.: Exploring the predictable. In: Ghosh, A., Tsuitsui, S. (eds.) Advances in Evolutionary Computing, pp. 579-612. Springer, Heidelberg (2002)
    • (2002) Advances in Evolutionary Computing , pp. 579-612
    • Schmidhuber, J.1
  • 73
    • 1642358077 scopus 로고    scopus 로고
    • Hierarchies of generalized Kolmogorov complexities and nonenumerable universal measures computable in the limit
    • Schmidhuber, J.: Hierarchies of generalized Kolmogorov complexities and nonenumerable universal measures computable in the limit. International Journal of Foundations of Computer Science 13(4), 587-612 (2002)
    • (2002) International Journal of Foundations of Computer Science , vol.13 , Issue.4 , pp. 587-612
    • Schmidhuber, J.1
  • 74
    • 84937439050 scopus 로고    scopus 로고
    • Schmidhuber, J.: The Speed Prior: a new simplicity measure yielding near-optimal computable predictions. In: Kivinen, J., Sloan, R.H. (eds.) COLT 2002. LNCS(LNAI), 2375, pp. 216-228. Springer, Heidelberg (2002)
    • Schmidhuber, J.: The Speed Prior: a new simplicity measure yielding near-optimal computable predictions. In: Kivinen, J., Sloan, R.H. (eds.) COLT 2002. LNCS(LNAI), vol. 2375, pp. 216-228. Springer, Heidelberg (2002)
  • 75
    • 1642328943 scopus 로고    scopus 로고
    • Optimal ordered problem solver
    • Schmidhuber, J.: Optimal ordered problem solver. Machine Learning 54, 211-254 (2004)
    • (2004) Machine Learning , vol.54 , pp. 211-254
    • Schmidhuber, J.1
  • 79
    • 33646236328 scopus 로고    scopus 로고
    • Schmidhuber, J.: Completely self-referential optimal reinforcement learners. In: Duch, W., Kacprzyk, J., Oja, E., Zadro?zny, S. (eds.) ICANN 2005. LNCS, 3697, pp. 223-233. Springer, Heidelberg (2005)
    • Schmidhuber, J.: Completely self-referential optimal reinforcement learners. In: Duch, W., Kacprzyk, J., Oja, E., Zadro?zny, S. (eds.) ICANN 2005. LNCS, vol. 3697, pp. 223-233. Springer, Heidelberg (2005)
  • 80
    • 77649245309 scopus 로고    scopus 로고
    • Gödel machines: Towards a technical justification of consciousness
    • Kudenko, D, Kazakov, D, Alonso, E, eds, Adaptive Agents and Multi-Agent Systems III, Springer, Heidelberg
    • Schmidhuber, J.: Gödel machines: Towards a technical justification of consciousness. In: Kudenko, D., Kazakov, D., Alonso, E. (eds.) Adaptive Agents and Multi-Agent Systems III. LNCS, vol. 3394, pp. 1-23. Springer, Heidelberg (2005)
    • (2005) LNCS , vol.3394 , pp. 1-23
    • Schmidhuber, J.1
  • 81
    • 33745616086 scopus 로고    scopus 로고
    • Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts
    • Schmidhuber, J.: Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts. Connection Science 18(2), 173-187 (2006)
    • (2006) Connection Science , vol.18 , Issue.2 , pp. 173-187
    • Schmidhuber, J.1
  • 82
    • 33745631389 scopus 로고    scopus 로고
    • Gödel machines: Fully self-referential optimal universal self-improvers
    • Goertzel, B, Pennachin, C, eds, Springer, Heidelberg , arXiv:cs.LO/0309048
    • Schmidhuber, J.: Gödel machines: Fully self-referential optimal universal self-improvers. In: Goertzel, B., Pennachin, C. (eds.) Artificial General Intelligence, pp. 199-226. Springer, Heidelberg (2006), arXiv:cs.LO/0309048
    • (2006) Artificial General Intelligence , pp. 199-226
    • Schmidhuber, J.1
  • 83
    • 70349324646 scopus 로고    scopus 로고
    • Schmidhuber, J.: The new AI: General & sound & relevant for physics. In: Goertzel, B., Pennachin, C. (eds.) Artificial General Intelligence, pp. 175-198. Springer, Heidelberg (2006), TR IDSIA-04-03, arXiv:cs.AI/0302012
    • Schmidhuber, J.: The new AI: General & sound & relevant for physics. In: Goertzel, B., Pennachin, C. (eds.) Artificial General Intelligence, pp. 175-198. Springer, Heidelberg (2006), TR IDSIA-04-03, arXiv:cs.AI/0302012
  • 84
    • 31444445709 scopus 로고    scopus 로고
    • Randomness in physics
    • Correspondence
    • Schmidhuber, J.: Randomness in physics. Nature 439(3), 392 (2006) (Correspondence)
    • (2006) Nature , vol.439 , Issue.3 , pp. 392
    • Schmidhuber, J.1
  • 85
    • 37149051642 scopus 로고    scopus 로고
    • Celebrating 75 years of AI - history and outlook: The next 25 years
    • Lungarella, M, Iida, F, Bongard, J, Pfeifer, R, eds, 50 Years of Aritficial Intelligence, Springer, Heidelberg
    • Schmidhuber, J.: 2006: Celebrating 75 years of AI - history and outlook: the next 25 years. In: Lungarella, M., Iida, F., Bongard, J., Pfeifer, R. (eds.) 50 Years of Aritficial Intelligence. LNCS (LNAI), vol. 4850, pp. 29-41. Springer, Heidelberg (2007)
    • (2006) LNCS (LNAI , vol.4850 , pp. 29-41
    • Schmidhuber, J.1
  • 86
    • 34250026668 scopus 로고    scopus 로고
    • Schmidhuber, J.: New millennium AI and the convergence of history. In: Duch,W., Mandziuk, J. (eds.) Challenges to Computational Intelligence. Studies in Computational Intelligence, 63, pp. 15-36. Springer, Heidelberg (2007), arXiv:cs.AI/0606081
    • Schmidhuber, J.: New millennium AI and the convergence of history. In: Duch,W., Mandziuk, J. (eds.) Challenges to Computational Intelligence. Studies in Computational Intelligence, vol. 63, pp. 15-36. Springer, Heidelberg (2007), arXiv:cs.AI/0606081
  • 87
    • 38149123394 scopus 로고    scopus 로고
    • Schmidhuber, J.: Simple algorithmic principles of discovery, subjective beauty, selective attention, curiosity & creativity. In: Hutter, M., Servedio, R.A., Takimoto, E. (eds.) ALT 2007. LNCS (LNAI), 4754, pp. 32-33. Springer, Heidelberg (2007)
    • Schmidhuber, J.: Simple algorithmic principles of discovery, subjective beauty, selective attention, curiosity & creativity. In: Hutter, M., Servedio, R.A., Takimoto, E. (eds.) ALT 2007. LNCS (LNAI), vol. 4754, pp. 32-33. Springer, Heidelberg (2007)
  • 88
    • 38149063832 scopus 로고    scopus 로고
    • Schmidhuber, J.: Simple algorithmic principles of discovery, subjective beauty, selective attention, curiosity & creativity. In: Corruble, V., Takeda, M., Suzuki, E. (eds.) DS 2007. LNCS (LNAI), 4755, pp. 26-38. Springer, Heidelberg (2007)
    • Schmidhuber, J.: Simple algorithmic principles of discovery, subjective beauty, selective attention, curiosity & creativity. In: Corruble, V., Takeda, M., Suzuki, E. (eds.) DS 2007. LNCS (LNAI), vol. 4755, pp. 26-38. Springer, Heidelberg (2007)
  • 89
    • 57849140247 scopus 로고    scopus 로고
    • Schmidhuber, J.: Driven by compression progress. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part I. LNCS, 5177, p. 11. Springer, Heidelberg (2008); Abstract of invited keynote
    • Schmidhuber, J.: Driven by compression progress. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part I. LNCS, vol. 5177, p. 11. Springer, Heidelberg (2008); Abstract of invited keynote
  • 90
    • 70349309538 scopus 로고    scopus 로고
    • Driven by compression progress: A simple principle explains essential aspects of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes
    • Pezzulo, G, Butz, M.V, Sigaud, O, Baldassarre, G, eds, Anticipatory Behavior in Adaptive Learning Systems, Springer, Heidelberg , in press
    • Schmidhuber, J.: Driven by compression progress: A simple principle explains essential aspects of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes. In: Pezzulo, G., Butz, M.V., Sigaud, O., Baldassarre, G. (eds.) Anticipatory Behavior in Adaptive Learning Systems. LNCS (LNAI), vol. 5499, pp. 48-76. Springer, Heidelberg (2009) (in press)
    • (2009) LNCS (LNAI , vol.5499 , pp. 48-76
    • Schmidhuber, J.1
  • 91
    • 70349336471 scopus 로고    scopus 로고
    • Schmidhuber, J.: Simple algorithmic theory of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes. Journal of SICE 48(1) (2009) (in press)
    • Schmidhuber, J.: Simple algorithmic theory of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes. Journal of SICE 48(1) (2009) (in press)
  • 92
    • 70349334569 scopus 로고    scopus 로고
    • Ultimate cognition 'a la Gödel
    • in press
    • Schmidhuber, J.: Ultimate cognition 'a la Gödel. Cognitive Computation (2009) (in press)
    • (2009) Cognitive Computation
    • Schmidhuber, J.1
  • 93
    • 70349313437 scopus 로고    scopus 로고
    • Schmidhuber, J., Bakker, B.: NIPS, RNNaissance workshop on recurrent neural networks, Whistler, CA (2003), http://www.idsia.ch/̃juergen/ rnnaissance.html
    • Schmidhuber, J., Bakker, B.: NIPS, RNNaissance workshop on recurrent neural networks, Whistler, CA (2003), http://www.idsia.ch/̃juergen/ rnnaissance.html
  • 96
    • 33745620071 scopus 로고
    • Learning to generate artificial fovea trajectories for target detection
    • Schmidhuber, J., Huber, R.: Learning to generate artificial fovea trajectories for target detection. International Journal of Neural Systems 2(1), 135-141 (1991)
    • (1991) International Journal of Neural Systems , vol.2 , Issue.1 , pp. 135-141
    • Schmidhuber, J.1    Huber, R.2
  • 97
    • 0000156236 scopus 로고    scopus 로고
    • Reinforcement learning with self-modifying policies
    • Thrun, S, Pratt, L, eds, Kluwer, Dordrecht
    • Schmidhuber, J., Zhao, J., Schraudolph, N.: Reinforcement learning with self-modifying policies. In: Thrun, S., Pratt, L. (eds.) Learning to learn, pp. 293-309. Kluwer, Dordrecht (1997)
    • (1997) Learning to learn , pp. 293-309
    • Schmidhuber, J.1    Zhao, J.2    Schraudolph, N.3
  • 98
    • 0031186687 scopus 로고    scopus 로고
    • Shifting inductive bias with success-story algorithm, adaptive Levin search, and incremental self-improvement
    • Schmidhuber, J., Zhao, J., Wiering, M.: Shifting inductive bias with success-story algorithm, adaptive Levin search, and incremental self-improvement. Machine Learning 28, 105-130 (1997)
    • (1997) Machine Learning , vol.28 , pp. 105-130
    • Schmidhuber, J.1    Zhao, J.2    Wiering, M.3
  • 102
    • 84940644968 scopus 로고
    • A mathematical theory of communication (parts I and II)
    • Shannon, C.E.: A mathematical theory of communication (parts I and II). Bell System Technical Journal XXVII, 379-423 (1948)
    • (1948) Bell System Technical Journal , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 103
    • 85028095895 scopus 로고    scopus 로고
    • Sims, K.: Evolving virtual creatures. In: Glassner, A. (ed.) Proceedings of SIGGRAPH 1994, Computer Graphics Proceedings, Annual Conference, Orlando, Florida, July 1994, pp. 15-22. ACM SIGGRAPH, ACM Press, New York (1994) ISBN 0-89791-667-0
    • Sims, K.: Evolving virtual creatures. In: Glassner, A. (ed.) Proceedings of SIGGRAPH 1994, Computer Graphics Proceedings, Annual Conference, Orlando, Florida, July 1994, pp. 15-22. ACM SIGGRAPH, ACM Press, New York (1994) ISBN 0-89791-667-0
  • 106
    • 4544279425 scopus 로고
    • A formal theory of inductive inference. Part I
    • Solomonoff, R.J.: A formal theory of inductive inference. Part I. Information and Control 7, 1-22 (1964)
    • (1964) Information and Control , vol.7 , pp. 1-22
    • Solomonoff, R.J.1
  • 108
    • 70349307358 scopus 로고    scopus 로고
    • Storck, J., Hochreiter, S., Schmidhuber, J.: Reinforcement driven information acquisition in non-deterministic environments. In: Proceedings of the International Conference on Artificial Neural Networks, Paris, 2, pp. 159-164. EC2 & Cie (1995)
    • Storck, J., Hochreiter, S., Schmidhuber, J.: Reinforcement driven information acquisition in non-deterministic environments. In: Proceedings of the International Conference on Artificial Neural Networks, Paris, vol. 2, pp. 159-164. EC2 & Cie (1995)
  • 110
    • 84898939480 scopus 로고    scopus 로고
    • Policy gradient methods for reinforcement learning with function approximation
    • Solla, S.A, Leen, T.K, Müller, K.-R, eds, Denver, Colorado, USA, November 29, December 4, pp, The MIT Press, Cambridge
    • Sutton, R.S., McAllester, D.A., Singh, S.P., Mansour, Y.: Policy gradient methods for reinforcement learning with function approximation. In: Solla, S.A., Leen, T.K., Müller, K.-R. (eds.) Advances in Neural Information Processing Systems 12, NIPS Conference, Denver, Colorado, USA, November 29 - December 4, pp. 1057-1063. The MIT Press, Cambridge (1999)
    • (1999) Advances in Neural Information Processing Systems 12, NIPS Conference , pp. 1057-1063
    • Sutton, R.S.1    McAllester, D.A.2    Singh, S.P.3    Mansour, Y.4
  • 111
    • 84960561455 scopus 로고    scopus 로고
    • Turing, A.M.: On computable numbers, with an application to the Entscheidungsproblem. Proceedings of the London Mathematical Society, Series 2(41), 230-267 (1936)
    • Turing, A.M.: On computable numbers, with an application to the Entscheidungsproblem. Proceedings of the London Mathematical Society, Series 2(41), 230-267 (1936)
  • 112
    • 0000107517 scopus 로고
    • An information theoretic measure for classification
    • Wallace, C.S., Boulton, D.M.: An information theoretic measure for classification. Computer Journal 11(2), 185-194 (1968)
    • (1968) Computer Journal , vol.11 , Issue.2 , pp. 185-194
    • Wallace, C.S.1    Boulton, D.M.2
  • 115
    • 0000903748 scopus 로고
    • Generalization of backpropagation with application to a recurrent gas market model
    • Werbos, P.J.: Generalization of backpropagation with application to a recurrent gas market model. Neural Networks 1 (1988)
    • (1988) Neural Networks , vol.1
    • Werbos, P.J.1
  • 117
    • 56449125944 scopus 로고    scopus 로고
    • Wierstra, D., Schaul, T., Peters, J., Schmidhuber, J.: Fitness expectation maximization. In: Rudolph, G., Jansen, T., Lucas, S., Poloni, C., Beume, N. (eds.) PPSN 2008. LNCS, 5199. Springer, Heidelberg (2008)
    • Wierstra, D., Schaul, T., Peters, J., Schmidhuber, J.: Fitness expectation maximization. In: Rudolph, G., Jansen, T., Lucas, S., Poloni, C., Beume, N. (eds.) PPSN 2008. LNCS, vol. 5199. Springer, Heidelberg (2008)
  • 119
    • 38049170847 scopus 로고    scopus 로고
    • Wierstra, D., Schmidhuber, J.: Policy gradient critics. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladeni?c, D., Skowron, A. (eds.) ECML 2007. LNCS, 4701, pp. 466-477. Springer, Heidelberg (2007)
    • Wierstra, D., Schmidhuber, J.: Policy gradient critics. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladeni?c, D., Skowron, A. (eds.) ECML 2007. LNCS, vol. 4701, pp. 466-477. Springer, Heidelberg (2007)
  • 120
    • 0001765578 scopus 로고
    • Gradient-based learning algorithms for recurrent networks and their computational complexity
    • Erlbaum, Hillsdale
    • Williams, R.J., Zipser, D.: Gradient-based learning algorithms for recurrent networks and their computational complexity. In: Back-propagation: Theory, Architectures and Applications. Erlbaum, Hillsdale (1994)
    • (1994) Back-propagation: Theory, Architectures and Applications
    • Williams, R.J.1    Zipser, D.2
  • 121
    • 84976922520 scopus 로고
    • Sequential behavior and learning in evolved dynamical neural networks
    • Yamauchi, B.M., Beer, R.D.: Sequential behavior and learning in evolved dynamical neural networks. Adaptive Behavior 2(3), 219-246 (1994)
    • (1994) Adaptive Behavior , vol.2 , Issue.3 , pp. 219-246
    • Yamauchi, B.M.1    Beer, R.D.2
  • 122
    • 0027653233 scopus 로고
    • A review of evolutionary artificial neural networks
    • Yao, X.: A review of evolutionary artificial neural networks. International Journal of Intelligent Systems 4, 203-222 (1993)
    • (1993) International Journal of Intelligent Systems , vol.4 , pp. 203-222
    • Yao, X.1
  • 124
    • 70349318510 scopus 로고    scopus 로고
    • Zuse, K.: Rechnender Raum. Friedrich Vieweg & Sohn, Braunschweig (1969); English translation: Calculating Space, MIT Technical Translation AZT-70-164-GEMIT, Massachusetts Institute of Technology (Proj. MAC), Cambridge, Mass. 02139 (Febuary 1970)
    • Zuse, K.: Rechnender Raum. Friedrich Vieweg & Sohn, Braunschweig (1969); English translation: Calculating Space, MIT Technical Translation AZT-70-164-GEMIT, Massachusetts Institute of Technology (Proj. MAC), Cambridge, Mass. 02139 (Febuary 1970)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.