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Volumn , Issue , 2011, Pages

Artificial curiosity with planning for autonomous perceptual and cognitive development

Author keywords

[No Author keywords available]

Indexed keywords

COGNITIVE DEVELOPMENT; CONTINUAL LEARNING; DIMENSIONALITY REDUCTION; DYNAMIC NATURE; EXTERNAL VALUE; FORWARD MODELS; HIGH-DIMENSIONAL; INTRINSIC REWARDS; LEAST SQUARE; POLICY ITERATION; REINFORCEMENT LEARNING APPROACH; SAMPLING SCHEMES; TEMPORAL MODELS; VISUAL ENVIRONMENTS; VISUAL OBSERVATIONS;

EID: 80055020279     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DEVLRN.2011.6037356     Document Type: Conference Paper
Times cited : (22)

References (24)
  • 1
    • 0026408256 scopus 로고
    • Fuzzy art: Fast stable learning and categorization of analog patterns by an adaptive resonance system
    • G.A. Carpenter, S. Grossberg, and D.B. Rosen. Fuzzy art: Fast stable learning and categorization of analog patterns by an adaptive resonance system. Neural networks, 4(6):759-771, 1991.
    • (1991) Neural Networks , vol.4 , Issue.6 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 4
    • 79961201557 scopus 로고    scopus 로고
    • Sequential constant size compressors and reinforcement learning
    • Linus Gisslén, Matt Luciw, Vincent Graziano, and Jürgen Schmidhuber. Sequential Constant Size Compressors and Reinforcement Learning. In AGI'll, 2011.
    • (2011) AGI'll
    • Gisslén, L.1    Luciw, M.2    Graziano, V.3    Schmidhuber, J.4
  • 5
    • 34248151340 scopus 로고    scopus 로고
    • Reinforcing the driving quality of soccer playing robots by anticipation
    • Alexander Gloye, Fabian Wiesel, Oliver Tenchio, and Mark Simon. Reinforcing the driving quality of soccer playing robots by anticipation. Information Technology, 47(5):250-257, 2005.
    • (2005) Information Technology , vol.47 , Issue.5 , pp. 250-257
    • Gloye, A.1    Wiesel, F.2    Tenchio, O.3    Simon, M.4
  • 9
    • 79959451979 scopus 로고    scopus 로고
    • Deep auto-encoder neural networks in reinforcement learning
    • The 2010 International Joint Conference on July
    • S. Lange and M. Riedmiller. Deep auto-encoder neural networks in reinforcement learning. In Neural Networks (IJCNN), The 2010 International Joint Conference on, pages 1-8, July 2010.
    • (2010) Neural Networks (IJCNN) , pp. 1-8
    • Lange, S.1    Riedmiller, M.2
  • 12
    • 17444414191 scopus 로고    scopus 로고
    • Basis function adaptation in temporal difference reinforcement learning
    • I. Menache, S. Mannor, and N. Shimkin. Basis function adaptation in temporal difference reinforcement learning. Annals of Operations Research, 134(1):215-238, 2005.
    • (2005) Annals of Operations Research , vol.134 , Issue.1 , pp. 215-238
    • Menache, I.1    Mannor, S.2    Shimkin, N.3
  • 15
    • 0031231885 scopus 로고    scopus 로고
    • Experiments with reinforcement learning in problems with continuous state and action spaces
    • J.C. Santamaria, R.S. Sutton, and A. Ram. Experiments with reinforcement learning in problems with continuous state and action spaces. Adaptive behavior, 6(2): 163, 1997.
    • (1997) Adaptive Behavior , vol.6 , Issue.2 , pp. 163
    • Santamaria, J.C.1    Sutton, R.S.2    Ram, A.3
  • 17
    • 0025531934 scopus 로고
    • An on-line algorithm for dynamic reinforcement learning and planning in reactive environments
    • San Diego
    • J. Schmidhuber. An on-line algorithm for dynamic reinforcement learning and planning in reactive environments. In Proc. IEEE/INNS International Joint Conference on Neural Networks, San Diego, volume 2, pages 253-258, 1990.
    • (1990) Proc. IEEE/INNS International Joint Conference on Neural Networks , vol.2 , pp. 253-258
    • Schmidhuber, J.1
  • 18
    • 77956578648 scopus 로고    scopus 로고
    • Formal theory of creativity, fun, and intrinsic motivation (1990-2010)
    • IEEE Transactions on
    • J. Schmidhuber. Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990-2010). Autonomous Mental Development, IEEE Transactions on, 2(3):230-247, 2010.
    • (2010) Autonomous Mental Development , vol.2 , Issue.3 , pp. 230-247
    • Schmidhuber, J.1
  • 19
    • 79961180493 scopus 로고    scopus 로고
    • Planning to be surprised: Optimal Bayesian exploration in dynamic environments
    • Yi Sun, Faustino Gomez, and Jürgen Schmidhuber. Planning to be surprised: Optimal bayesian exploration in dynamic environments. In AGI'll, 2011.
    • (2011) AGI'll
    • Yi, S.1    Gomez, F.2    Schmidhuber, J.3
  • 21
    • 85156221438 scopus 로고    scopus 로고
    • Generalization in reinforcement learning: Successful examples using sparse coarse coding
    • R.S. Sutton. Generalization in reinforcement learning: Successful examples using sparse coarse coding. Advances in neural information processing systems, pages 1038-1044, 1996.
    • (1996) Advances in Neural Information Processing Systems , pp. 1038-1044
    • Sutton, R.S.1
  • 22
    • 34548044455 scopus 로고    scopus 로고
    • Visual novelty detection with automatic scale selection
    • September
    • Hugo Vieira Neto and Ulrich Nehmzow. Visual novelty detection with automatic scale selection. Robot. Auton. Syst., 55:693-701, September 2007.
    • (2007) Robot. Auton. Syst. , vol.55 , pp. 693-701
    • Neto, H.V.1    Nehmzow, U.2
  • 23
    • 33644576426 scopus 로고    scopus 로고
    • Developmental robotics: Theory and experiments
    • J. Weng. Developmental robotics: Theory and experiments. International Journal of Humanoid Robotics, 1(2):199-236, 2004.
    • (2004) International Journal of Humanoid Robotics , vol.1 , Issue.2 , pp. 199-236
    • Weng, J.1
  • 24
    • 71049175500 scopus 로고    scopus 로고
    • Dually optimal neuronal layers: Lobe component analysis
    • IEEE Transactions on
    • J. Weng and M. Luciw. Dually optimal neuronal layers: Lobe component analysis. Autonomous Mental Development, IEEE Transactions on, 1(1):68-85, 2009.
    • (2009) Autonomous Mental Development , vol.1 , Issue.1 , pp. 68-85
    • Weng, J.1    Luciw, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.