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Volumn 9783642323751, Issue , 2013, Pages 95-128

Maximizing fun by creating data with easily reducible subjective complexity

Author keywords

[No Author keywords available]

Indexed keywords

ENCODING (SYMBOLS);

EID: 84886639645     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-3-642-32375-1_5     Document Type: Chapter
Times cited : (9)

References (128)
  • 1
    • 33845876447 scopus 로고    scopus 로고
    • Hierarchical reinforcement learning based on subgoal discovery and subpolicy specialization
    • Groen, F., Amato, N., Bonarini, A., Yoshida, E., and Kröse, B. (eds.) IOS Press, Amsterdam
    • Bakker, B., Schmidhuber, J.: Hierarchical reinforcement learning based on subgoal discovery and subpolicy specialization. In: Groen, F., Amato, N., Bonarini, A., Yoshida, E., and Kröse, B. (eds.) Proceedings of the 8th Conference on Intelligent Autonomous Systems IAS-8, pp. 438-445. IOS Press, Amsterdam (2004)
    • (2004) Proceedings of the 8th Conference on Intelligent Autonomous Systems IAS-8 , pp. 438-445
    • Bakker, B.1    Schmidhuber, J.2
  • 5
    • 84961667781 scopus 로고
    • Novelty and curiosity as determinants of exploratory behavior
    • Berlyne, D.E.: Novelty and curiosity as determinants of exploratory behavior. Br. J. Psychol. 41, 68-80 (1950)
    • (1950) Br. J. Psychol. , vol.41 , pp. 68-80
    • Berlyne, D.E.1
  • 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
  • 8
    • 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. Connect. Sci. 18(2) (2006)
    • (2006) Connect. Sci. , vol.18 , Issue.2
    • Blank, D.1    Meeden, L.2
  • 9
    • 0041965975 scopus 로고    scopus 로고
    • R-MAX - A general polynomial time algorithm for near-optimal reinforcement learning
    • Brafman, R.I., Tennenholtz, M.: R-MAX - a general polynomial time algorithm for near-optimal reinforcement learning. J. Mach. Learn. Res. 3, 213-231 (2002)
    • (2002) J. Mach. Learn. Res. , vol.3 , pp. 213-231
    • Brafman, R.I.1    Tennenholtz, M.2
  • 10
    • 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
  • 13
    • 0001234682 scopus 로고
    • Feudal reinforcement learning
    • Lippman, D.S., Moody, J.E., Touretzky, D.S. (eds.) Morgan Kaufmann, San Francisco
    • Dayan, P., Hinton, G.: Feudal reinforcement learning. In: Lippman, D.S., Moody, J.E., Touretzky, D.S. (eds.) Advances in Neural Information Processing Systems 5, pp. 271-278. Morgan Kaufmann, San Francisco (1993)
    • (1993) Advances in Neural Information Processing Systems , vol.5 , pp. 271-278
    • Dayan, P.1    Hinton, G.2
  • 16
    • 84967197829 scopus 로고    scopus 로고
    • Ästhetische information
    • Eine Einführung in die kybernetische Åsthetik. Kopäd Verlag
    • Frank, H.G., Franke, H.W.: Ästhetische Information. Estetika informacio. Eine Einführung in die kybernetische Åsthetik. Kopäd Verlag (2002)
    • (2002) Estetika Informacio
    • Frank, H.G.1    Franke, H.W.2
  • 17
    • 84967085928 scopus 로고
    • Kybernetische ä sthetik
    • 3rd edn. Ernst Reinhardt Verlag, Munich
    • Franke, H.W.: Kybernetische ä sthetik. Phänomen Kunst, 3rd edn. Ernst Reinhardt Verlag, Munich (1979)
    • (1979) Phänomen Kunst
    • Franke, H.W.1
  • 18
  • 19
    • 33745616789 scopus 로고    scopus 로고
    • Learning acceptable windows of contingency
    • Gold, K., Scassellati, B.: Learning acceptable windows of contingency. Connect. Sci. 18(2) (2006)
    • (2006) Connect. Sci. , vol.18 , Issue.2
    • Gold, K.1    Scassellati, B.2
  • 23
    • 84961667781 scopus 로고
    • Novelty and curiosity as determinants of exploratory behavior
    • Harlow, H.F., Harlow, M.K., Meyer, D.R.: Novelty and curiosity as determinants of exploratory behavior. J. Exp. Psychol. 41, 68-80 (1950)
    • (1950) J. Exp. Psychol. , vol.41 , pp. 68-80
    • Harlow, H.F.1    Harlow, M.K.2    Meyer, D.R.3
  • 29
    • 84938015047 scopus 로고
    • A method for construction of minimum-redundancy codes
    • Huffman, D.A.: A method for construction of minimum-redundancy codes. Proc. IRE 40, 1098-1101 (1952)
    • (1952) Proc. IRE , vol.40 , pp. 1098-1101
    • Huffman, D.A.1
  • 31
    • 0025721732 scopus 로고
    • Query-based learning applied to partially trained multilayer perceptrons
    • II, R.J.M.
    • Hwang, J., Choi, J., Oh, S., II, R.J.M.: Query-based learning applied to partially trained multilayer perceptrons. IEEE Trans. Neural Netw. 2(1), 131-136 (1991)
    • (1991) IEEE Trans. Neural Netw. , vol.2 , Issue.1 , pp. 131-136
    • Hwang, J.1    Choi, J.2    Oh, S.3
  • 36
    • 0001902056 scopus 로고
    • Three approaches to the quantitative definition of information
    • Kolmogorov, A.N.: Three approaches to the quantitative definition of information. Prob. Inform. Transm. 1, 1-11 (1965)
    • (1965) Prob. Inform. Transm. , vol.1 , pp. 1-11
    • Kolmogorov, A.N.1
  • 40
    • 0007915412 scopus 로고
    • Theory formation by heuristic search
    • Lenat, D.B.: Theory formation by heuristic search. Mach. Learn. 21 (1983)
    • (1983) Mach. Learn. , vol.21
    • Lenat, D.B.1
  • 41
    • 0000202647 scopus 로고
    • Universal sequential search problems
    • Levin, L.A.: Universal sequential search problems. Prob. Inform. Transm. 9(3), 265-266 (1973)
    • (1973) Prob. Inform. Transm. , vol.9 , Issue.3 , pp. 265-266
    • Levin, L.A.1
  • 44
    • 33747270089 scopus 로고
    • Adaptation in constant utility non-stationary environments
    • Belew, R.K., Booker, L. (eds.) Morgan Kaufmann, San Mateo
    • Littman, M.L., Ackley, D.H.: Adaptation in constant utility non-stationary environments. In: Belew, R.K., Booker, L. (eds.) Proceedings of the Fourth International Conference on Genetic Algorithms, pp. 136-142. Morgan Kaufmann, San Mateo (1991)
    • (1991) Proceedings of the Fourth International Conference on Genetic Algorithms , pp. 136-142
    • Littman, M.L.1    Ackley, D.H.2
  • 46
    • 0000695404 scopus 로고
    • Information-based objective functions for active data selection
    • MacKay, D.J.C.: Information-based objective functions for active data selection. Neural Comput. 4(2), 550-604 (1992)
    • (1992) Neural Comput. , vol.4 , Issue.2 , pp. 550-604
    • MacKay, D.J.C.1
  • 50
    • 33745589242 scopus 로고    scopus 로고
    • From unknown sensors and actuators to actions grounded in sensorimotor perceptions
    • Olsson, L., Nehaniv, C.L., Polani, D.: From unknown sensors and actuators to actions grounded in sensorimotor perceptions. Connect. Sci. 18(2) (2006)
    • (2006) Connect. Sci. , vol.18 , Issue.2
    • Olsson, L.1    Nehaniv, C.L.2    Polani, D.3
  • 51
    • 75149137813 scopus 로고    scopus 로고
    • What is intrinsic motivation? A typology of computational approaches
    • Oudeyer, P.-Y., Kaplan, F.: What is intrinsic motivation? a typology of computational approaches. Front. Neurorobot. 1 (2006)
    • (2006) Front. Neurorobot , vol.1
    • Oudeyer, P.-Y.1    Kaplan, F.2
  • 52
    • 34047267520 scopus 로고    scopus 로고
    • Intrinsic motivation systems for autonomous mental development
    • Oudeyer, P.-Y., Kaplan, F., Hafner, V.F.: Intrinsic motivation systems for autonomous mental development. IEEE Trans. Evol. Comput. 11(2), 265-286 (2007)
    • (2007) IEEE Trans. Evol. Comput. , vol.11 , Issue.2 , pp. 265-286
    • Oudeyer, P.-Y.1    Kaplan, F.2    Hafner, V.F.3
  • 54
    • 33745629989 scopus 로고
    • Learning mackey-glass from 25 examples, plus or minus 2
    • Cowan, J., Tesauro, G., Alspector, J. (eds.) Morgan Kaufmann, San Francisco
    • 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, Vol. 6, pp. 1135-1142. Morgan Kaufmann, San Francisco (1994)
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 1135-1142
    • Plutowski, M.1    Cottrell, G.2    White, H.3
  • 57
    • 33745613253 scopus 로고    scopus 로고
    • Developing navigation behavior through self-organizing distinctive state abstraction
    • Provost, J., Kuipers, B.J., Miikkulainen, R.: Developing navigation behavior through self-organizing distinctive state abstraction. Connect. Sci. 18(2) (2006)
    • (2006) Connect. Sci. , vol.18 , Issue.2
    • Provost, J.1    Kuipers, B.J.2    Miikkulainen, R.3
  • 60
    • 10844252596 scopus 로고
    • Incremental development of complex behaviors through automatic construction of sensory-motor hierarchies
    • Birnbaum, L., Collins, G. (eds.) Morgan Kaufmann, San Francisco
    • Ring, M.B.: Incremental development of complex behaviors through automatic construction of sensory-motor hierarchies. In: Birnbaum, L., Collins, G. (eds.) Machine Learning: Proceedings of the Eighth International Workshop, pp. 343-347. Morgan Kaufmann, San Francisco (1991)
    • (1991) Machine Learning: Proceedings of the Eighth International Workshop , pp. 343-347
    • Ring, M.B.1
  • 62
    • 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
  • 66
    • 50849094213 scopus 로고    scopus 로고
    • Evolving internal reinforcers for an intrinsically motivated reinforcement-learning robot
    • Demiris, Y., Scassellati, B., Mareschal, D. (eds.) Imperial College, London. IEEE Catalog Number: 07EX1740C, Library of Congress: 2007922394
    • Schembri, M., Mirolli, M., Baldassarre, G.: Evolving internal reinforcers for an intrinsically motivated reinforcement-learning robot. In: Demiris, Y., Scassellati, B., Mareschal, D. (eds.) The 6th IEEE International Conference on Development and Learning (ICDL2007), pp. 282-287. Imperial College, London. IEEE Catalog Number: 07EX1740C, Library of Congress: 2007922394 (2007)
    • (2007) The 6th IEEE International Conference on Development and Learning (ICDL2007) , pp. 282-287
    • Schembri, M.1    Mirolli, M.2    Baldassarre, G.3
  • 67
    • 33745591898 scopus 로고    scopus 로고
    • Decomposing infants' object representations: A dual-route processing account
    • Schlesinger, M.: Decomposing infants' object representations: A dual-route processing account. Connect. Sci. 18(2) (2006)
    • (2006) Connect. Sci. , vol.18 , Issue.2
    • Schlesinger, M.1
  • 68
    • 0001623105 scopus 로고
    • A local learning algorithm for dynamic feedforward and recurrent networks
    • Schmidhuber, J.: A local learning algorithm for dynamic feedforward and recurrent networks. Connect. Sci. 1(4), 403-412 (1989a)
    • (1989) Connect. Sci. , vol.1 , Issue.4 , pp. 403-412
    • Schmidhuber, J.1
  • 69
    • 0039485615 scopus 로고
    • The neural bucket brigade
    • Pfeifer, R., Schreter, Z., Fogelman, Z., Steels, L. (eds.) Elsevier, North-Holland, Amsterdam
    • Schmidhuber, J.: The neural bucket brigade. In: Pfeifer, R., Schreter, Z., Fogelman, Z., Steels, L. (eds.) Connectionism in Perspective, pp. 439-446. Elsevier, North-Holland, Amsterdam (1989b)
    • (1989) Connectionism in Perspective , pp. 439-446
    • Schmidhuber, J.1
  • 71
    • 0025531934 scopus 로고
    • An on-line algorithm for dynamic reinforcement learning and planning in reactive environments
    • San Diego
    • Schmidhuber, J.: An on-line algorithm for dynamic reinforcement learning and planning in reactive environments. In: Proceedings of the IEEE/INNS International Joint Conference on Neural Networks, San Diego, Vol. 2, pp. 253-258 (1990b)
    • (1990) Proceedings of the IEEE/INNS International Joint Conference on Neural Networks , vol.2 , pp. 253-258
    • Schmidhuber, J.1
  • 72
    • 33745628241 scopus 로고
    • Adaptive curiosity and adaptive confidence
    • Institut für Informatik, Technische Universität München. See also Schmidhuber (1991)
    • Schmidhuber, J.: Adaptive curiosity and adaptive confidence. Technical Report FKI-149-91, Institut für Informatik, Technische Universität München. See also Schmidhuber (1991b) (1991a)
    • (1991) Technical Report FKI-149-91
    • Schmidhuber, J.1
  • 75
    • 0000728324 scopus 로고
    • Reinforcement learning in Markovian and non-Markovian environments
    • Lippman, D.S., Moody, J.E., Touretzky, D.S. (eds.) Morgan Kaufmann, San Francisco
    • Schmidhuber, J.: Reinforcement learning in Markovian and non-Markovian environments. In: Lippman, D.S., Moody, J.E., Touretzky, D.S. (eds.) Advances in Neural Information Processing Systems 3 (NIPS 3), pp. 500-506. Morgan Kaufmann, San Francisco (1991d)
    • (1991) Advances in Neural Information Processing Systems 3 (NIPS 3) , pp. 500-506
    • Schmidhuber, J.1
  • 76
    • 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 Comput. 4(2), 234-242 (1992)
    • (1992) Neural Comput. , vol.4 , Issue.2 , pp. 234-242
    • Schmidhuber, J.1
  • 77
    • 70349318511 scopus 로고    scopus 로고
    • Femmes fractales
    • IDSIA, Switzerland
    • Schmidhuber, J.: Femmes fractales. Report IDSIA-99-97, IDSIA, Switzerland, (1997)
    • (1997) Report IDSIA-99-97
    • Schmidhuber, J.1
  • 80
    • 85193160561 scopus 로고    scopus 로고
    • extended abstract Utah see also Schmidhuber
    • extended abstract in Proc. Snowbird'98, Utah, 1998; see also Schmidhuber (2002a)
    • (1998) Proc. Snowbird'98
  • 81
    • 1642310989 scopus 로고    scopus 로고
    • Exploring the predictable
    • Ghosh, A., Tsuitsui, S. (eds.) Springer, Berlin
    • Schmidhuber, J.: Exploring the predictable. In: Ghosh, A., Tsuitsui, S. (eds.) Advances in Evolutionary Computing, pp. 579-612. Springer, Berlin (2002a)
    • (2002) Advances in Evolutionary Computing , pp. 579-612
    • Schmidhuber, J.1
  • 82
    • 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. Int. J. Found. Comput. Sci. 13(4), 587-612 (2002b)
    • (2002) Int. J. Found. Comput. Sci. , vol.13 , Issue.4 , pp. 587-612
    • Schmidhuber, J.1
  • 83
    • 84937439050 scopus 로고    scopus 로고
    • The speed prior: A new simplicity measure yielding near-optimal computable predictions
    • Kivinen, J., Sloan, R.H. (eds.) Lecture Notes in Artificial Intelligence Springer, Sydney
    • Schmidhuber, J.: The Speed Prior: a new simplicity measure yielding near-optimal computable predictions. In: Kivinen, J., Sloan, R.H. (eds.) Proceedings of the 15th Annual Conference on Computational Learning Theory (COLT 2002), Lecture Notes in Artificial Intelligence, pp. 216-228. Springer, Sydney (2002c)
    • (2002) Proceedings of the 15th Annual Conference on Computational Learning Theory (COLT 2002) , pp. 216-228
    • Schmidhuber, J.1
  • 84
    • 1642328943 scopus 로고    scopus 로고
    • Optimal ordered problem solver
    • Schmidhuber, J.: Optimal ordered problem solver. Mach. Learn. 54, 211-254 (2004)
    • (2004) Mach. Learn. , vol.54 , pp. 211-254
    • Schmidhuber, J.1
  • 85
    • 33646236328 scopus 로고    scopus 로고
    • Completely self-referential optimal reinforcement learners
    • Duch, W., Kacprzyk, J., Oja, E., Zadrozny, S. (eds.) LNCS 3697 Springer Plenary talk
    • Schmidhuber, J.: Completely self-referential optimal reinforcement learners. In: Duch, W., Kacprzyk, J., Oja, E., Zadrozny, S. (eds.) Artificial Neural Networks: Biological Inspirations - ICANN 2005, LNCS 3697, pp. 223-233. Springer (2005a). Plenary talk
    • (2005) Artificial Neural Networks: Biological Inspirations - ICANN 2005 , pp. 223-233
    • Schmidhuber, J.1
  • 86
    • 77649245309 scopus 로고    scopus 로고
    • Gödel machines: Towards a technical justification of consciousness
    • Kudenko, D., Kazakov, D., Alonso, E. (eds.) (LNCS 3394) Springer, Berlin
    • 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 3394), pp. 1-23. Springer, Berlin (2005b)
    • (2005) Adaptive Agents and Multi-Agent Systems , vol.3 , pp. 1-23
    • Schmidhuber, J.1
  • 87
    • 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. Connect. Sci. 18(2), 173-187 (2006a)
    • (2006) Connect. Sci. , vol.18 , Issue.2 , pp. 173-187
    • Schmidhuber, J.1
  • 88
    • 33745631389 scopus 로고    scopus 로고
    • Gödel machines: Fully self-referential optimal universal self-improvers
    • Goertzel, B., Pennachin, C. (eds.) Springer, Berlin Variant available as 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, Berlin (2006b). Variant available as arXiv:cs.LO/0309048
    • (2006) Artificial General Intelligence , pp. 199-226
    • Schmidhuber, J.1
  • 89
    • 77954123588 scopus 로고    scopus 로고
    • The new AI: General & sound & relevant for physics
    • Goertzel, B., Pennachin, C. (eds.) Springer, Berlin Also available as 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, Berlin (2006c). Also available as TR IDSIA-04-03, arXiv:cs.AI/0302012
    • (2006) Artificial General Intelligence , pp. 175-198
    • Schmidhuber, J.1
  • 90
    • 85172971178 scopus 로고    scopus 로고
    • Randomness in physics
    • Correspondence
    • Schmidhuber, J.: Randomness in physics. Nature 439(3), 392 (2006d). Correspondence
    • (2006) Nature , vol.439 , Issue.3 , pp. 392
    • Schmidhuber, J.1
  • 91
    • 37149051642 scopus 로고    scopus 로고
    • 2006: Celebrating 75 years of AI - History and outlook: The next 25 years
    • Lungarella, M., Iida, F., Bongard, J., Pfeifer, R. (eds.) Springer, Berlin Preprint available as arXiv:0708.4311
    • 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 Artificial Intelligence, LNAI, Vol. 4850, pp. 29-41. Springer, Berlin (2007a). Preprint available as arXiv:0708.4311
    • (2007) 50 Years of Artificial Intelligence, LNAI , vol.4850 , pp. 29-41
    • Schmidhuber, J.1
  • 92
    • 34250026668 scopus 로고    scopus 로고
    • New millennium AI and the convergence of history
    • Duch, W., Mandziuk, J. (eds.) Studies in Computational Intelligence, Springer, Berlin Also available as arXiv:cs.AI/0606081
    • Schmidhuber, J.: New millennium AI and the convergence of history. In: Duch, W., Mandziuk, J. (eds.) Challenges to Computational Intelligence, Vol. 63, pp. 15-36. Studies in Computational Intelligence, Springer, Berlin (2007b). Also available as arXiv:cs.AI/0606081
    • (2007) Challenges to Computational Intelligence , vol.63 , pp. 15-36
    • Schmidhuber, J.1
  • 93
    • 38149063832 scopus 로고    scopus 로고
    • Simple algorithmic principles of discovery, subjective beauty, selective attention, curiosity & creativity
    • LNAI Springer, Berlin. Joint invited lecture for ALT 2007 and DS 2007, Sendai, Japan, 2007
    • Schmidhuber, J.: Simple algorithmic principles of discovery, subjective beauty, selective attention, curiosity & creativity. In: Proceedings of the 10th International Conf. on Discovery Science (DS 2007), LNAI, Vol. 4755, pp. 26-38. Springer, Berlin. Joint invited lecture for ALT 2007 and DS 2007, Sendai, Japan, 2007 (2007c)
    • (2007) Proceedings of the 10th International Conf. on Discovery Science (DS 2007) , vol.4755 , pp. 26-38
    • Schmidhuber, J.1
  • 95
    • 77954092659 scopus 로고    scopus 로고
    • Art & science as by-products of the search for novel patterns, or data compressible in unknown yet learnable ways
    • Botta, M. (ed.) Research cases that reshape the design discipline, Swiss Design Network - Et al. Edizioni Springer, Berelin
    • Schmidhuber, J.: Art & science as by-products of the search for novel patterns, or data compressible in unknown yet learnable ways. In: Botta, M. (ed.) Multiple ways to design research. Research cases that reshape the design discipline, Swiss Design Network - Et al. Edizioni, pp. 98-112. Springer, Berelin (2009a)
    • (2009) Multiple Ways to Design Research , pp. 98-112
    • Schmidhuber, J.1
  • 96
    • 85193184747 scopus 로고    scopus 로고
    • Compression progress: The algorithmic principle behind curiosity and creativity (with applications of the theory of humor)
    • New York City
    • Schmidhuber, J.: Compression progress: The algorithmic principle behind curiosity and creativity (with applications of the theory of humor). 40 min video of invited talk at Singularity Summit 2009, New York City (2009b). http://www.vimeo.com/7441291.
    • (2009) 40 Min Video of Invited Talk at Singularity Summit 2009
    • Schmidhuber, J.1
  • 97
    • 85193181342 scopus 로고    scopus 로고
    • 10 min excerpts
    • 10 min excerpts: http://www.youtube.com/watch?v=Ipomu0MLFaI.
  • 98
    • 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.) From Psychological Theories to Artificial Cognitive Systems, LNCS Springer, Berlin
    • 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. From Psychological Theories to Artificial Cognitive Systems, LNCS, Vol. 5499, pp. 48-76. Springer, Berlin (2009c)
    • (2009) Anticipatory Behavior in Adaptive Learning Systems , vol.5499 , pp. 48-76
    • Schmidhuber, J.1
  • 99
    • 77954139664 scopus 로고    scopus 로고
    • Simple algorithmic theory of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes
    • Schmidhuber, J.: Simple algorithmic theory of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes. J. Soc. Instrum. Control Eng. 48(1), 21-32 (2009d)
    • (2009) J. Soc. Instrum. Control Eng. , vol.48 , Issue.1 , pp. 21-32
    • Schmidhuber, J.1
  • 100
    • 70349334569 scopus 로고    scopus 로고
    • Ultimate cognition à la Gödel
    • Schmidhuber, J.: Ultimate cognition à la Gödel. Cogn. Comput. 1(2), 177-193 (2009e)
    • (2009) Cogn. Comput. , vol.1 , Issue.2 , pp. 177-193
    • Schmidhuber, J.1
  • 101
    • 77954092468 scopus 로고    scopus 로고
    • Artificial scientists & artists based on the formal theory of creativity
    • Eric, B., Marcus, H., Emanuel, K. (eds.) Springer, Berlin
    • Schmidhuber, J.: Artificial scientists & artists based on the formal theory of creativity. In: Eric, B., Marcus, H., Emanuel, K. (eds.) Artificial General Intelligence. Springer, Berlin (2010a)
    • (2010) Artificial General Intelligence
    • Schmidhuber, J.1
  • 102
    • 77956578648 scopus 로고    scopus 로고
    • Formal theory of creativity, fun, and intrinsic motivation (1990-2010): IEEE trans
    • Schmidhuber, J.: Formal theory of creativity, fun, and intrinsic motivation (1990-2010): IEEE Trans. Auton. Mental Dev. 2(3), 230-247 (2010b)
    • (2010) Auton. Mental Dev. , vol.2 , Issue.3 , pp. 230-247
    • Schmidhuber, J.1
  • 103
    • 84949178526 scopus 로고    scopus 로고
    • A formal theory of creativity to model the creation of art
    • McCormack, J., d'Inverno, M. (eds.) MIT, Cambridge
    • Schmidhuber, J.: A formal theory of creativity to model the creation of art. In: McCormack, J., d'Inverno, M. (eds.) Computational Creativity. MIT, Cambridge (2012)
    • (2012) Computational Creativity
    • Schmidhuber, J.1
  • 105
    • 0029732478 scopus 로고    scopus 로고
    • Sequential neural text compression
    • Schmidhuber, J., Heil, S.: Sequential neural text compression. IEEE Trans. Neural Netw. 7(1), 142-146 (1996)
    • (1996) IEEE Trans. Neural Netw. , vol.7 , Issue.1 , pp. 142-146
    • Schmidhuber, J.1    Heil, S.2
  • 107
    • 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. Mach. Learn. 28, 105-130 (1997)
    • (1997) Mach. Learn. , vol.28 , pp. 105-130
    • Schmidhuber, J.1    Zhao, J.2    Wiering, M.3
  • 111
    • 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 Syst. Techn. J. XXVII, 379-423 (1948)
    • (1948) Bell Syst. Techn. J. , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 114
    • 4544279425 scopus 로고
    • A formal theory of inductive inference
    • Solomonoff, R.J.: A formal theory of inductive inference. Part I. Inform. Control 7, 1-22 (1964)
    • (1964) Part I. Inform. Control , vol.7 , pp. 1-22
    • Solomonoff, R.J.1
  • 115
    • 0017996595 scopus 로고
    • Complexity-based induction systems
    • Solomonoff, R.J.: Complexity-based induction systems. IEEE Trans. Inform. Theory IT-24(5), 422-432 (1978)
    • (1978) IEEE Trans. Inform. Theory , vol.IT-24 , Issue.5 , pp. 422-432
    • Solomonoff, R.J.1
  • 118
    • 33745601943 scopus 로고    scopus 로고
    • Towards autonomous sensor and actuator model induction on a mobile robot
    • Stronger, D., Stone, P.: Towards autonomous sensor and actuator model induction on a mobile robot. Connect. Sci. 18(2) (2006)
    • (2006) Connect. Sci. , vol.18 , Issue.2
    • Stronger, D.1    Stone, P.2
  • 120
    • 84898939480 scopus 로고    scopus 로고
    • Policy gradient methods for reinforcement learning with function approximation. Ü
    • Solla, S.A., Leen, T.K., Müller, K.-R. (eds.) [NIPS Conference, Denver, Colorado, USA, November 29 - December 4 (1999)] MIT, Cambridge
    • Sutton, R.S., McAllester, D.A., Singh, S.P, Mansour, Y.: Policy gradient methods for reinforcement learning with function approximation. ü 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 (1999)], pp. 1057-1063. MIT, Cambridge (1999)
    • (1999) Advances in Neural Information Processing Systems , vol.12 , pp. 1057-1063
    • Sutton, R.S.1    McAllester, D.A.2    Singh, S.P.3    Mansour, Y.4
  • 121
    • 0000107517 scopus 로고
    • An information theoretic measure for classification
    • Wallace, C.S., Boulton, D.M.: An information theoretic measure for classification. Comput. J. 11(2), 185-194 (1968)
    • (1968) Comput. J. , vol.11 , Issue.2 , pp. 185-194
    • Wallace, C.S.1    Boulton, D.M.2
  • 122
    • 0000208682 scopus 로고
    • Estimation and inference by compact coding
    • Wallace, C.S., Freeman, PR.: Estimation and inference by compact coding. J. R. Stat. Soc. B 49(3), 240-265 (1987)
    • (1987) J. R. Stat. Soc. B , vol.49 , Issue.3 , pp. 240-265
    • Wallace, C.S.1    Freeman, P.R.2
  • 123
    • 34249833101 scopus 로고
    • Q-learning
    • Watkins, C, Dayan, P.: Q-learning. Mach. Learn. 8(3/4), 279-292 (1992)
    • (1992) Mach. Learn. , vol.8 , Issue.3-4 , pp. 279-292
    • Watkins, C.1    Dayan, P.2
  • 125
    • 0032182997 scopus 로고    scopus 로고
    • Fast online Q(X): Mach
    • Wiering, M.A., Schmidhuber, J.: Fast online Q(X): Mach. Learn. 33(1), 105-116 (1998b)
    • (1998) Learn. , vol.33 , Issue.1 , pp. 105-116
    • Wiering, M.A.1    Schmidhuber, J.2
  • 127
    • 0002447833 scopus 로고
    • ZCS: A zeroth level classifier system
    • Wilson, S.: ZCS: A zeroth level classifier system. Evol. Comput. 2, 1-18 (1994)
    • (1994) Evol. Comput. , vol.2 , pp. 1-18
    • Wilson, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.