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Volumn 2, Issue , 1999, Pages 1348-1355

Variable resolution discretization for high-accuracy solutions of optimal control problems

Author keywords

[No Author keywords available]

Indexed keywords

BENCH-MARK PROBLEMS; MARKOV DECISION PROCESSES; NEAR-OPTIMAL POLICIES; OPTIMAL CONTROL PROBLEM; SPLITTING CRITERION; TOP-DOWN APPROACH; VARIABLE RESOLUTION; VARIABLE RESOLUTION DISCRETIZATION;

EID: 84880680664     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (70)

References (14)
  • 2
    • 0002192119 scopus 로고
    • Learning from Delayed Reinforcement In a Complex Domain
    • D. Chapman and L. P. Kaelbling. Learning from Delayed Reinforcement In a Complex Domain. In IJCAI-91, 1991.
    • (1991) IJCAI-91
    • Chapman, D.1    Kaelbling, L.P.2
  • 3
    • 0003294328 scopus 로고
    • Controlled Markov Processes and Viscosity Solutions
    • Springer-Verlag
    • Wendell H. Fleming and H. Mete Soner. Controlled Markov Processes and Viscosity Solutions, Applications of Mathematics. Springer-Verlag, 1993.
    • (1993) Applications of Mathematics
    • Fleming, W.H.1    Soner, H.M.2
  • 4
    • 0003270114 scopus 로고
    • Numerical Methods for Stochastic Control Problems in Continuous Time
    • Springer-Verlag
    • Harold J Kushner and Dupuis. Numerical Methods for Stochastic Control Problems in Continuous Time. Applications of Mathematics. Springer-Verlag, 1992.
    • (1992) Applications of Mathematics
    • Kushner, H.J.1    Dupuis2
  • 6
    • 0029514510 scopus 로고
    • The Parti-game Algorithm for Variable Resolution Reinforcement Learning in Multidimensional State-spaces
    • A. W. Moore and C. G. Atkeson. The Parti-game Algorithm for Variable Resolution Reinforcement Learning in Multidimensional State-spaces. Machine Learning, 21, 1995.
    • (1995) Machine Learning , pp. 21
    • Moore, A.W.1    Atkeson, C.G.2
  • 7
    • 33747997674 scopus 로고
    • Variable Resolution Dynamic Programming: Efficiently Learning Action Maps in Multivariate Real-valued State-spaces
    • L. Birnbaum and G. Collins, editors, Morgan Kaufmann, June
    • A. W. Moore. Variable Resolution Dynamic Programming: Efficiently Learning Action Maps in Multivariate Real-valued State-spaces. In L. Birnbaum and G. Collins, editors, Machine Learning: Proceedings of the Eighth International Workshop. Morgan Kaufmann, June 1991.
    • (1991) Machine Learning: Proceedings of the Eighth International Workshop
    • Moore, A.W.1
  • 8
    • 0008813538 scopus 로고    scopus 로고
    • Barycentric interpolators for continuous space and time reinforcement learning
    • Remi Munos and Andrew Moore. Barycentric interpolators for continuous space and time reinforcement learning. Neural Information Processing Systems, 1998.
    • (1998) Neural Information Processing Systems
    • Munos, R.1    Moore, A.2
  • 10
    • 84880688054 scopus 로고    scopus 로고
    • A study of reinforcement learning in the continuous case by the means of viscosity solutions
    • To appear in
    • Remi Munos. A study of reinforcement learning in the continuous case by the means of viscosity solutions. To appear in Machine Learning Journal, 1999.
    • (1999) Machine Learning Journal
    • Munos, R.1
  • 12
    • 0020199330 scopus 로고
    • A Self-Learning Automaton with Variable Resolution for High Precision Assembly by Industrial Robots
    • October
    • J. Simons, H. Van Brussel, J De Schutter, and J. Verhaert. A Self-Learning Automaton with Variable Resolution for High Precision Assembly by Industrial Robots. IEEE Trans, on Automatic Control, 27(5):1109-1113, October 1982.
    • (1982) IEEE Trans, on Automatic Control , vol.27 , Issue.5 , pp. 1109-1113
    • Simons, J.1    Van Brussel, H.2    De Schutter, J.3    Verhaert, J.4
  • 13
    • 0000723997 scopus 로고    scopus 로고
    • Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding
    • D Touret-zky, M. Mozer, and M. Hasselmo, editors
    • R. S. Sutton Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding In D Touret-zky, M. Mozer, and M. Hasselmo, editors, Neural Information Processing Systems 8, 1996.
    • (1996) Neural Information Processing Systems , vol.8
    • Sutton, R.S.1
  • 14
    • 0000723997 scopus 로고    scopus 로고
    • Generalization in reinforcement learning: Successful examples using sparse coarse coding
    • Richard S. Sutton. Generalization in reinforcement learning : Successful examples using sparse coarse coding. Advances in Neural Information Processing Systems, 8, 1996
    • (1996) Advances in Neural Information Processing Systems , vol.8
    • Sutton, R.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.