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Volumn 1, Issue , 2005, Pages 1177-1182

SCGA: Controlling genetic algorithms with Sarsa(0)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; LEARNING SYSTEMS; MATHEMATICAL OPERATORS; RANDOM PROCESSES; TRAVELING SALESMAN PROBLEM;

EID: 33847220392     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (18)

References (16)
  • 2
    • 0003871635 scopus 로고
    • An Analysis of the Behavior of a Class of Genetic Adaptive Systems,
    • PhD Dissertation, University of Michigan
    • D. Kenneth, "An Analysis of the Behavior of a Class of Genetic Adaptive Systems," PhD Dissertation, University of Michigan, 1975.
    • (1975)
    • Kenneth, D.1
  • 5
    • 0028446271 scopus 로고
    • Genetic Algorithms: A survey
    • M. Srinivas and L. M. Patnaik, "Genetic Algorithms: A survey," IEEE Computer, Vol. 27, pp. 17-26, 1994.
    • (1994) IEEE Computer , vol.27 , pp. 17-26
    • Srinivas, M.1    Patnaik, L.M.2
  • 8
    • 33847218266 scopus 로고    scopus 로고
    • J. E. Pettings and R. M. Everson, Controlling Genetic Algorithms with Reinforcement Learning, In. Proceedings of the Genetic and Evolutionary Computation Conference, San Francisco, CA: Morgan Kaufmann, pp. 680-692, 2002.
    • J. E. Pettings and R. M. Everson, "Controlling Genetic Algorithms with Reinforcement Learning," In. Proceedings of the Genetic and Evolutionary Computation Conference, San Francisco, CA: Morgan Kaufmann, pp. 680-692, 2002.
  • 9
    • 34249833101 scopus 로고
    • Technical note: Q-learning
    • Watkins C J C H and Dayan P., "Technical note: Q-learning," Machine Learning, Vol. 8(3-4), pp. 279-292, 1992.
    • (1992) Machine Learning , vol.8 , Issue.3-4 , pp. 279-292
    • Watkins, C.J.C.H.1    Dayan, P.2
  • 10
    • 0003636089 scopus 로고
    • On-line Q-learning Using Connectionist Systems
    • Engineering Department, Cambridge University
    • Rummery, G. A. and Niranjan, M., "On-line Q-learning Using Connectionist Systems," Technical Report CUED/F-INFENG/TR 166, Engineering Department, Cambridge University, 1994.
    • (1994) Technical Report CUED/F-INFENG/TR , vol.166
    • Rummery, G.A.1    Niranjan, M.2
  • 11
    • 0033901602 scopus 로고    scopus 로고
    • Convergence results for single-step on-policy reinforcement-learning algorithms
    • S. Singh, T. Jaakokola, M. L. Littman, and C. Szepesvari, "Convergence results for single-step on-policy reinforcement-learning algorithms," Machine Learning, 2000.
    • (2000) Machine Learning
    • Singh, S.1    Jaakokola, T.2    Littman, M.L.3    Szepesvari, C.4
  • 12
    • 33847230911 scopus 로고    scopus 로고
    • Takadama, K and Fujita, H., Lessons Learned from Comparison Between Q-learning and Sarsa Agents in Bargaining Game, In. North American Association for Computational Social and Organizational Science Conference 2004, 2004.
    • Takadama, K and Fujita, H., "Lessons Learned from Comparison Between Q-learning and Sarsa Agents in Bargaining Game," In. North American Association for Computational Social and Organizational Science Conference 2004, 2004.
  • 14
    • 33847202208 scopus 로고    scopus 로고
    • J. D. Schaffer, R. Caruana, L. J. Eshelman and R. Das, A study of Control Parameters Affecting Online Performance of Genetic Algorithms for Function Optimization, In. Proceedings of the 3rd International Conference on Genetic Algorithms, pp. 51-60, 1989.
    • J. D. Schaffer, R. Caruana, L. J. Eshelman and R. Das, "A study of Control Parameters Affecting Online Performance of Genetic Algorithms for Function Optimization," In. Proceedings of the 3rd International Conference on Genetic Algorithms, pp. 51-60, 1989.
  • 15
    • 85015307341 scopus 로고    scopus 로고
    • H. Braun, On Solving Travelling Salesman Problems by Genetic Algorithms, In. Proceedings of the 1st Workshop on Parallel Problem Solving from Nature, pp. 129-133, 1990.
    • H. Braun, "On Solving Travelling Salesman Problems by Genetic Algorithms," In. Proceedings of the 1st Workshop on Parallel Problem Solving from Nature, pp. 129-133, 1990.
  • 16
    • 33644612348 scopus 로고    scopus 로고
    • Learning to cooperate in solving the traveling salesman problem
    • D. Qi, R. Sun. "Learning to cooperate in solving the traveling salesman problem," International Journal of Neural Systems, Vol. 15(1-2), pp. 151-162, 2005.
    • (2005) International Journal of Neural Systems , vol.15 , Issue.1-2 , pp. 151-162
    • Qi, D.1    Sun, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.