메뉴 건너뛰기




Volumn 3, Issue 3, 2008, Pages 219-228

Q-learning based on hierarchical evolutionary mechanism

Author keywords

Genetic algorithm; Hierarchical evolutionary mechanism; Q Learning; Robustness of learning; Sharing knowledge among agents

Indexed keywords

COMPUTATIONAL SIMULATION; EFFECTIVE LEARNING; EFFICIENT METHOD; EVOLUTIONARY MECHANISMS; HIERARCHICAL EVOLUTIONARY MECHANISM; Q-LEARNING; ROBUSTNESS OF LEARNING; SHARING KNOWLEDGE; SHARING KNOWLEDGE AMONG AGENTS; TABLE-TENNIS; UNKNOWN ENVIRONMENTS;

EID: 59249107017     PISSN: 19918763     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (6)

References (21)
  • 3
    • 0001027894 scopus 로고
    • Transfer of Learning by Composing Solutions of Elemental Sequential Task
    • S.P. Singh, Transfer of Learning by Composing Solutions of Elemental Sequential Task, Machine Learning, pp.323-339, 1992.
    • (1992) Machine Learning , pp. 323-339
    • Singh, S.P.1
  • 5
    • 56149092154 scopus 로고    scopus 로고
    • Optimal capacitor placement in radial distribution systems by reinforcement learning approach
    • No.1
    • D. Issicaba, et al., Optimal capacitor placement in radial distribution systems by reinforcement learning approach, WSEAS Transactions on Power Systems, Issue 8, No.1, pp.1389-1395, 2006.
    • (2006) WSEAS Transactions on Power Systems , Issue.8 , pp. 1389-1395
    • Issicaba, D.1
  • 6
    • 33745644089 scopus 로고    scopus 로고
    • Integrated treatment planning using an intelligent learning for clinical decision support by reinforcement feedback
    • No.5
    • O. Karaduman, et al., Integrated treatment planning using an intelligent learning for clinical decision support by reinforcement feedback, WSEAS Transactions on Computers, Issue 7, No.5, pp.1541-1548, 2006.
    • (2006) WSEAS Transactions on Computers , Issue.7 , pp. 1541-1548
    • Karaduman, O.1
  • 7
    • 70349468526 scopus 로고    scopus 로고
    • Emotional reinforcement learning for portfolio selection
    • No.3
    • A. Abbaspour, et al., Emotional reinforcement learning for portfolio selection, WSEAS Transactions on Systems, Issue 1, No.3, pp.306-309, 2004.
    • (2004) WSEAS Transactions on Systems , Issue.1 , pp. 306-309
    • Abbaspour, A.1
  • 8
    • 70349470358 scopus 로고    scopus 로고
    • The strategy entropy of reinforcement learning in discrete state space
    • No.3
    • X. Zhuang, et al., The strategy entropy of reinforcement learning in discrete state space, WSEAS Transactions on Systems, Issue 9, No.3, pp.2813-2820, 2004.
    • (2004) WSEAS Transactions on Systems , Issue.9 , pp. 2813-2820
    • Zhuang, X.1
  • 10
    • 21444440759 scopus 로고    scopus 로고
    • Combination of Online Clustering and Q-Value Based GA for Reinforcement Fuzzy System Design
    • No.3
    • Chia-Feng Juang, Combination of Online Clustering and Q-Value Based GA for Reinforcement Fuzzy System Design, IEEE Trans. on Fuzzy Systems, Vol.13, No.3, pp.289-302, 2005.
    • (2005) IEEE Trans. on Fuzzy Systems , vol.13 , pp. 289-302
    • Juang, C.-F.1
  • 11
    • 4344624645 scopus 로고    scopus 로고
    • Cooperative Strategy Based on Adaptive Q-Larning for Robot Soccer Systems
    • No. 4
    • K.S. Hang, et al., Cooperative Strategy Based on Adaptive Q-Larning for Robot Soccer Systems, IEEE Transactions on Fuzzy Systems, Vol.12, No.4, pp.569-576, 2004.
    • (2004) IEEE Transactions on Fuzzy Systems , vol.12 , pp. 569-576
    • Hang, K.S.1
  • 12
    • 70349463621 scopus 로고    scopus 로고
    • Holland, Adaptation in Natural Artificial Systems, the University of Michigan Press (Second edition; MIT Press)(1992)
    • Holland, Adaptation in Natural Artificial Systems, the University of Michigan Press (Second edition; MIT Press)(1992).
  • 16
    • 34248338838 scopus 로고    scopus 로고
    • Bus-Oriented Floor- planning Technique Using Genetic Algorithm
    • M. Yoshikawa, H. Terai, Bus-Oriented Floor- planning Technique Using Genetic Algorithm, WSEAS Transactions. on Circuits and System, Issue2, Vol.6, pp.253-258, 2007.
    • (2007) WSEAS Transactions. on Circuits and System , vol.6 , Issue.2 , pp. 253-258
    • Yoshikawa, M.1    Terai, H.2
  • 18
    • 33847734316 scopus 로고    scopus 로고
    • The development of a credit scoring system based on case-based reasoning with genetic algorithm applied
    • No.6
    • C. Shihchieh et al., The development of a credit scoring system based on case-based reasoning with genetic algorithm applied, WSEAS Transactions on Computers, issue3, No.6, pp.394-399, 2007.
    • (2007) WSEAS Transactions on Computers , Issue.3 , pp. 394-399
    • Shihchieh, C.1
  • 19
    • 70349461690 scopus 로고    scopus 로고
    • About one approach for detecting logical dependencies in recognition by precedents based on the genetic algorithm
    • No.1
    • N. Kovshov, et al., About one approach for detecting logical dependencies in recognition by precedents based on the genetic algorithm, WSEAS Transactions on Computers Research, Issue 2, No.1, pp.152-155, 2006.
    • (2006) WSEAS Transactions on Computers Research , Issue.2 , pp. 152-155
    • Kovshov, N.1
  • 20
    • 59249092466 scopus 로고    scopus 로고
    • Software development for optimum allocation of power system elements based on genetic algorithm
    • No.1
    • S. Javad, Software development for optimum allocation of power system elements based on genetic algorithm, WSEAS Transactions on Power Systems, Issue 7, No.1, pp.1229-1234, 2006.
    • (2006) WSEAS Transactions on Power Systems , Issue.7 , pp. 1229-1234
    • Javad, S.1
  • 21
    • 37849188191 scopus 로고    scopus 로고
    • Genetic algorithms and neural networks in optimal location of piezoelectric actuators and identification of mechanical properties
    • No.5
    • L. Roseiro, et al., Genetic algorithms and neural networks in optimal location of piezoelectric actuators and identification of mechanical properties, WSEAS Transactions on Systems, Issue 12, No.5, pp2911-2916, 2006.
    • (2006) WSEAS Transactions on Systems , Issue.12 , pp. 2911-2916
    • Roseiro, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.