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Volumn , Issue , 2009, Pages 675-682

The sensitivity of HyperNEAT to different geometric representations of a problem

Author keywords

Artificial neural networks; Developmental encoding; Generative encoding; Geometry; HyperNEAT; Indirect encoding; NEAT; Neuroevolution

Indexed keywords

APRIORI; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; DIRECT ENCODING; FUTURE DESIGNS; GEOMETRIC LAYOUT; GEOMETRIC REPRESENTATION; HYPERNEAT; KNOW-HOW; LEFT-RIGHT SYMMETRY; NEUROEVOLUTION; PROBLEM DOMAIN; QUADRUPED ROBOTS;

EID: 72749093558     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1569901.1569995     Document Type: Conference Paper
Times cited : (43)

References (18)
  • 2
    • 56449119628 scopus 로고    scopus 로고
    • J. Clune, C. Ofria, and R. T. Pennock, How a generative encoding fares as problem-regularity decreases, in PPSN (G. Rudolph, T. Jansen, S. M. Lucas, C. Poloni, and N. Beume, eds.), 5199 of Lecture Notes in Computer Science, pp. 358-367, Springer, 2008.
    • J. Clune, C. Ofria, and R. T. Pennock, "How a generative encoding fares as problem-regularity decreases," in PPSN (G. Rudolph, T. Jansen, S. M. Lucas, C. Poloni, and N. Beume, eds.), vol. 5199 of Lecture Notes in Computer Science, pp. 358-367, Springer, 2008.
  • 4
    • 57749184080 scopus 로고    scopus 로고
    • J. Gauci and K. O. Stanley, A case study on the critical role of geometric regularity in machine learning, in AAAI (D. Fox and C. P. Gomes, eds.), pp. 628-633, AAAI Press, 2008.
    • J. Gauci and K. O. Stanley, "A case study on the critical role of geometric regularity in machine learning," in AAAI (D. Fox and C. P. Gomes, eds.), pp. 628-633, AAAI Press, 2008.
  • 5
    • 84977058391 scopus 로고
    • Automatic definition of modular neural networks
    • F. Gruau, "Automatic definition of modular neural networks," Adaptive Behaviour, vol. 3, no. 2, pp. 151-183, 1995.
    • (1995) Adaptive Behaviour , vol.3 , Issue.2 , pp. 151-183
    • Gruau, F.1
  • 6
    • 0042882858 scopus 로고    scopus 로고
    • Generative representations for the automated design of modular physical robots
    • G. S. Hornby, H. Lipson, and J. B. Pollack, "Generative representations for the automated design of modular physical robots," IEEE Transactions on Robotics and Automation, vol. 19, pp. 703-719, 2003.
    • (2003) IEEE Transactions on Robotics and Automation , vol.19 , pp. 703-719
    • Hornby, G.S.1    Lipson, H.2    Pollack, J.B.3
  • 7
    • 20844446093 scopus 로고    scopus 로고
    • Autonomous evolution of dynamic gaits with two quadruped robots
    • G. Hornby, S. Takamura, T. Tamamoto, and M. Fujita, "Autonomous evolution of dynamic gaits with two quadruped robots," IEEE Transactions on Robotics, vol. 21, no. 3, pp. 402-410, 2005.
    • (2005) IEEE Transactions on Robotics , vol.21 , Issue.3 , pp. 402-410
    • Hornby, G.1    Takamura, S.2    Tamamoto, T.3    Fujita, M.4
  • 8
    • 0032165064 scopus 로고    scopus 로고
    • Evolution and Development of Neural Controllers for Locomotion, Gradient-Followig, and Obstacle-Avoidance in Artificial Insects
    • Sept
    • J. Kodjabachian and J-A Meyer, "Evolution and Development of Neural Controllers for Locomotion, Gradient-Followig, and Obstacle-Avoidance in Artificial Insects." IEEE Transactions on Neural Networks. Vol 9:5, pp. 796-812. Sept. 1998.
    • (1998) IEEE Transactions on Neural Networks , vol.9 , Issue.5 , pp. 796-812
    • Kodjabachian, J.1    Meyer, J.-A.2
  • 9
    • 4344583773 scopus 로고    scopus 로고
    • A hierarchical approach for adaptive humanoid robot control
    • Portland, Oregon, pp, IEEE Press, 20-23 June
    • H. Liu and H. Iba, "A hierarchical approach for adaptive humanoid robot control," in Proceedings of the 2004 IEEE Congress on Evolutionary Computation, (Portland, Oregon), pp. 1546-1553, IEEE Press, 20-23 June 2004.
    • (2004) Proceedings of the 2004 IEEE Congress on Evolutionary Computation , pp. 1546-1553
    • Liu, H.1    Iba, H.2
  • 11
    • 0002658828 scopus 로고
    • Evolving 3d morphology and behavior by competition
    • K. Sims, "Evolving 3d morphology and behavior by competition," Artif. Life, vol. 1, no. 4, pp. 353-372, 1994.
    • (1994) Artif. Life , vol.1 , Issue.4 , pp. 353-372
    • Sims, K.1
  • 12
    • 0036594106 scopus 로고    scopus 로고
    • K. O. Stanley and R. Miikkulainen, Evolving neural networks through augmenting topologies, Evol. Comput., 10(2), no. 2, pp. 99-127, 2002.
    • K. O. Stanley and R. Miikkulainen, "Evolving neural networks through augmenting topologies," Evol. Comput., vol. 10(2), no. 2, pp. 99-127, 2002.
  • 13
    • 34250209877 scopus 로고    scopus 로고
    • Compositional pattern producing networks: A novel abstraction of development
    • June
    • K. O. Stanley, "Compositional pattern producing networks: A novel abstraction of development," Genetic Programming and Evolvable Machines, vol. 8, pp. 131 - 162, June 2007.
    • (2007) Genetic Programming and Evolvable Machines , vol.8 , pp. 131-162
    • Stanley, K.O.1
  • 14
    • 67650188046 scopus 로고    scopus 로고
    • A Hypercube-Based Indirect Encoding for Evolving Large-Scale Neural Networks
    • To be published
    • K. O. Stanley , D. B. D'Ambrosio and J. Gauci, "A Hypercube-Based Indirect Encoding for Evolving Large-Scale Neural Networks." Artificial Life. 15(2). 2009. To be published.
    • (2009) Artificial Life , vol.15 , Issue.2
    • Stanley, K.O.1    D'Ambrosio, D.B.2    Gauci, J.3
  • 17
    • 72749085444 scopus 로고    scopus 로고
    • www.ode.org
  • 18
    • 72749083030 scopus 로고    scopus 로고
    • www.picbreeder.org


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.