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Volumn 46, Issue 2, 2004, Pages 111-124

A reinforcement learning with evolutionary state recruitment strategy for autonomous mobile robots control

Author keywords

Evolutionary state recruitment strategy; Normalized Gaussian network; Peg pushing; Reinforcement learning

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; EVOLUTIONARY ALGORITHMS; MOBILE ROBOTS; MOTION CONTROL; SELF ORGANIZING MAPS;

EID: 0742289960     PISSN: 09218890     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.robot.2003.11.006     Document Type: Article
Times cited : (67)

References (20)
  • 1
    • 0030149709 scopus 로고    scopus 로고
    • Purposive behavior acquisition for a real robot by vision-based reinforcement learning
    • Asada M., Noda S., Tawaratsumida S., Hosoda K. Purposive behavior acquisition for a real robot by vision-based reinforcement learning. Machine Learning. 23:1996;279-303.
    • (1996) Machine Learning , vol.23 , pp. 279-303
    • Asada, M.1    Noda, S.2    Tawaratsumida, S.3    Hosoda, K.4
  • 4
    • 84957041479 scopus 로고    scopus 로고
    • Toward seamless transfer from simulated to real worlds: A dynamically-rearranging neural network approach
    • Springer
    • P. Eggenberger, A. Ishiguro, S. Tokura, T. Kondo, Y. Uchikawa, Toward seamless transfer from simulated to real worlds: a dynamically-rearranging neural network approach, in: Lecture Notes in Computer Science, vol. 1812, Springer, 2000, pp. 44-60.
    • (2000) Lecture Notes in Computer Science , vol.1812 , pp. 44-60
    • Eggenberger, P.1    Ishiguro, A.2    Tokura, S.3    Kondo, T.4    Uchikawa, Y.5
  • 7
    • 0028598969 scopus 로고
    • Self-organizing maps: Local competition and evolutionary optimization neural networks
    • S. Jockusch, H. Ritter, Self-organizing maps: local competition and evolutionary optimization neural networks, Neural Networks 7 (8) (1994) 1229-1239.
    • (1994) Neural Networks , vol.7 , Issue.8 , pp. 1229-1239
    • Jockusch, S.1    Ritter, H.2
  • 10
    • 0029311877 scopus 로고
    • Evolving mobile robots in simulated and real environments
    • Miglino O., Lund H.H., Nolfi S. Evolving mobile robots in simulated and real environments. Artificial Life. 2:1995;417-434.
    • (1995) Artificial Life , vol.2 , pp. 417-434
    • Miglino, O.1    Lund, H.H.2    Nolfi, S.3
  • 11
    • 0000672424 scopus 로고
    • Fast learning in networks of locally-tuned processing units
    • Moody J., Darken C.J. Fast learning in networks of locally-tuned processing units. Neural Computation. 1:1989;281-294.
    • (1989) Neural Computation , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.J.2
  • 12
    • 0002318273 scopus 로고    scopus 로고
    • Efficient reinforcement learning through symbiotic evolution
    • Moriarty D.E. Efficient reinforcement learning through symbiotic evolution. Machine Learning. 22:1996;11-32.
    • (1996) Machine Learning , vol.22 , pp. 11-32
    • Moriarty, D.E.1
  • 14
    • 0003655029 scopus 로고    scopus 로고
    • Evolutionary Robotics: The Biology, Intelligence, and Technology of Self-organizing Machines
    • MIT Press, Cambridge, MA
    • S. Nolfi, D. Floreano, Evolutionary Robotics: The Biology, Intelligence, and Technology of Self-organizing Machines, A Bradford Book, MIT Press, Cambridge, MA, 2000.
    • (2000) A Bradford Book
    • Nolfi, S.1    Floreano, D.2
  • 16
    • 0033213823 scopus 로고    scopus 로고
    • Adaptive internal state space formation by reinforcement learning for real-world agent
    • Samejima K., Omori T. Adaptive internal state space formation by reinforcement learning for real-world agent. Neural Networks. 12(7-8):1999;1143-1156.
    • (1999) Neural Networks , vol.12 , Issue.7-8 , pp. 1143-1156
    • Samejima, K.1    Omori, T.2
  • 17
    • 0034131785 scopus 로고    scopus 로고
    • On-line EM algorithms for the normalized Gaussian network
    • M. Sato, S. Ishii, On-line EM algorithms for the normalized Gaussian network, Neural Computation 12 (2) (1999).
    • (1999) Neural Computation , vol.12 , Issue.2
    • Sato, M.1    Ishii, S.2
  • 18
    • 0011962586 scopus 로고    scopus 로고
    • Classifier that approximate functions
    • Illinois Genetic Algorithms Laboratory
    • W.W. Stewart, Classifier that approximate functions, IlliGAL Report No. 2001027, Illinois Genetic Algorithms Laboratory, 2001.
    • (2001) IlliGAL Report No. 2001027
    • Stewart, W.W.1
  • 20
    • 0041832363 scopus 로고    scopus 로고
    • Application of reinforcement learning based on on-line EM algorithm to balancing of acrobot
    • Yoshimoto J., Ishii S., Sato M. Application of reinforcement learning based on on-line EM algorithm to balancing of acrobot. Systems and Computers in Japan. 32(5):2001;12-20.
    • (2001) Systems and Computers in Japan , vol.32 , Issue.5 , pp. 12-20
    • Yoshimoto, J.1    Ishii, S.2    Sato, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.