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Volumn 7, Issue 3, 2007, Pages 818-827

A robust Markov game controller for nonlinear systems

Author keywords

Inverted pendulum; Markov decision process; Markov game controller; Markov games; Matrix games; Neural networks; Reinforcement learning; Two link robot

Indexed keywords

FUNCTION EVALUATION; MARKOV PROCESSES; NONLINEAR CONTROL SYSTEMS; REINFORCEMENT LEARNING; ROBOTS; ROBUST CONTROL;

EID: 34047276480     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2006.02.005     Document Type: Article
Times cited : (17)

References (15)
  • 1
    • 0000611954 scopus 로고
    • Zero-sum Markov games and worst-case optimal control of queueing systems, Invited paper, QUESTA
    • (special issue)
    • Altman E., and Hordijk A. Zero-sum Markov games and worst-case optimal control of queueing systems, Invited paper, QUESTA. Optim. Queueing Syst. 21 (1995) 415-447 (special issue)
    • (1995) Optim. Queueing Syst. , vol.21 , pp. 415-447
    • Altman, E.1    Hordijk, A.2
  • 6
    • 0001547175 scopus 로고    scopus 로고
    • Value-function reinforcement learning in Markov games
    • Littman M.L. Value-function reinforcement learning in Markov games. J. Cogn. Syst. Res. 2 (2001) 55-66
    • (2001) J. Cogn. Syst. Res. , vol.2 , pp. 55-66
    • Littman, M.L.1
  • 10
    • 34047276715 scopus 로고    scopus 로고
    • C.J.C.H. Watkins, Learning from delayed rewards, Ph.D. Thesis, King's College, Cambridge, UK, 1989.
  • 12
    • 13244279592 scopus 로고    scopus 로고
    • Robust reinforcement learning
    • Morimoto J., and Doya K. Robust reinforcement learning. Neural Comput. 17 (2005) 335-359
    • (2005) Neural Comput. , vol.17 , pp. 335-359
    • Morimoto, J.1    Doya, K.2
  • 13
    • 0030652005 scopus 로고    scopus 로고
    • Direct-adaptive-reinforcement-learning neural network control for nonlinear systems
    • Albuquerque, NM, June
    • Kim Y.H., and Lewis F.L. Direct-adaptive-reinforcement-learning neural network control for nonlinear systems. Proceedings of the American Control Conference. Albuquerque, NM, June (1997) 1804-1808
    • (1997) Proceedings of the American Control Conference , pp. 1804-1808
    • Kim, Y.H.1    Lewis, F.L.2
  • 14
    • 0028416504 scopus 로고
    • Flow control using the theory of zero-sum Markov games
    • Altman E. Flow control using the theory of zero-sum Markov games. IEEE Trans. Automat. Control 39 (1994) 814-818
    • (1994) IEEE Trans. Automat. Control , vol.39 , pp. 814-818
    • Altman, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.