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Volumn , Issue , 2010, Pages 615-620

Efficient representation of recurrent neural networks for Markovian/non-Markovian non-linear control problems

Author keywords

Artificial neural network; NeuroEvolution; NonLinear control problems; Pole balancing; Recurrent networks

Indexed keywords

ARTIFICIAL NEURAL NETWORK; NEUROEVOLUTION; NONLINEAR CONTROL PROBLEMS; POLE BALANCING; RECURRENT NETWORKS;

EID: 79851491485     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISDA.2010.5687197     Document Type: Conference Paper
Times cited : (27)

References (17)
  • 3
    • 44649193889 scopus 로고    scopus 로고
    • Accelerated neural evolution through cooperatively coevolved synapses
    • F. Gomez, J. Schmidhuber, and R. Miikkulainen. Accelerated neural evolution through cooperatively coevolved synapses. J. Mach. Learn. Res., 9:937-965, 2008.
    • (2008) J. Mach. Learn. Res. , vol.9 , pp. 937-965
    • Gomez, F.1    Schmidhuber, J.2    Miikkulainen, R.3
  • 6
    • 0012329219 scopus 로고    scopus 로고
    • A comparison between cellular encoding and direct encoding for genetic neural networks
    • MIT Press.
    • F. Gruau, D. Whitley, and L. Pyeatt. A comparison between cellular encoding and direct encoding for genetic neural networks. In Proceedings of the First Annual Conference, pages 81-89. MIT Press., 1996.
    • (1996) Proceedings of the First Annual Conference , pp. 81-89
    • Gruau, F.1    Whitley, D.2    Pyeatt, L.3
  • 7
    • 77955872473 scopus 로고    scopus 로고
    • Evolving neural networks in compressed weight space
    • ACM
    • J. Koutnik, F. Gomez, and J. Schmidhuber. Evolving neural networks in compressed weight space. In GECCO '10, pages 619-626. ACM, 2010.
    • (2010) GECCO '10 , pp. 619-626
    • Koutnik, J.1    Gomez, F.2    Schmidhuber, J.3
  • 9
    • 33645007052 scopus 로고    scopus 로고
    • A stable learning algorithm for block-diagonal recurrent neural networks: Application to the analysis of lung sounds
    • P. A. Mastorocostas and I. B. Theocharis. A stable learning algorithm for block-diagonal recurrent neural networks: Application to the analysis of lung sounds. IEEE Trans. on Systems, Man, and Cybernetics, Part B, 36(2):242-254, 2006.
    • (2006) IEEE Trans. on Systems, Man, and Cybernetics, Part B , vol.36 , Issue.2 , pp. 242-254
    • Mastorocostas, P.A.1    Theocharis, I.B.2
  • 13
    • 0031568356 scopus 로고    scopus 로고
    • Probabilistic independence networks for hidden Markov probability models
    • P. Smyth, D. Heckerman, and M. Jordan. Probabilistic Independence Networks for Hidden Markov Probability Models. Neural Computation, 9:227-269, 1996.
    • (1996) Neural Computation , vol.9 , pp. 227-269
    • Smyth, P.1    Heckerman, D.2    Jordan, M.3
  • 16
    • 32444448208 scopus 로고    scopus 로고
    • Coordinating multi-rover systems: Evaluation functions for dynamic and noisy environments
    • DOI 10.1145/1068009.1068109, GECCO 2005 - Genetic and Evolutionary Computation Conference
    • K. Tumer. Coordinating multi-rover systems: Evaluation functions for dynamic and noisy environments. In GECCO-2005, pages 591-598. ACM Press, 2005. (Pubitemid 43226348)
    • (2005) GECCO 2005 - Genetic and Evolutionary Computation Conference , pp. 591-598
    • Tumer, K.1    Agogino, A.2
  • 17
    • 0033362601 scopus 로고    scopus 로고
    • Evolving artificial neural networks
    • DOI 10.1109/5.784219
    • X. Yao. Evolving artificial neural networks. In Proceedings of the IEEE., volume 87(9), pages 1423-1447, 1999. (Pubitemid 30503424)
    • (1999) Proceedings of the IEEE , vol.87 , Issue.9 , pp. 1423-1447
    • Yao, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.