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Volumn 44, Issue 1 PART 1, 2011, Pages 13528-13533

A novel Q-learning based adaptive optimal controller implementation for a humanoid robotic arm

Author keywords

[No Author keywords available]

Indexed keywords

ANTHROPOMORPHIC ROBOTS; CONTROLLERS; COST FUNCTIONS; OPTIMAL CONTROL SYSTEMS; REINFORCEMENT LEARNING; ROBOTIC ARMS; ROBOTICS;

EID: 84866760675     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20110828-6-IT-1002.02232     Document Type: Conference Paper
Times cited : (12)

References (18)
  • 2
    • 14844340822 scopus 로고    scopus 로고
    • Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network hjb approach
    • ISSN 0005-1098
    • Murad Abu-Khalaf and Frank L. Lewis. Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network hjb approach. Automatica, 41(5):779-791, 2005. ISSN 0005-1098.
    • (2005) Automatica , vol.41 , Issue.5 , pp. 779-791
    • Abu-Khalaf, M.1    Lewis, F.L.2
  • 3
    • 33846781129 scopus 로고    scopus 로고
    • Model-free q-learning designs for linear discrete-time zero-sum games with application to h1 control
    • Asma Al-Tamimi and Frank Lewis. Model-free q-learning designs for linear discrete-time zero-sum games with application to h1 control. Automatica, 43(3):47-481, 2007.
    • (2007) Automatica , vol.43 , Issue.3 , pp. 47-481
    • Al-Tamimi, A.1    Lewis, F.2
  • 9
    • 70349116541 scopus 로고    scopus 로고
    • Reinforcement learning and adaptive dynamic programming for feedback control
    • Frank L. Lewis and Draguna Vrabie. Reinforcement learning and adaptive dynamic programming for feedback control. Cir. and Sys. Mag., 09(3), 2009.
    • (2009) Cir. and Sys. Mag. , vol.9 , Issue.3
    • Lewis, F.L.1    Vrabie, D.2
  • 11
    • 40649106649 scopus 로고    scopus 로고
    • Natural actor-critic
    • ISSN 0925-2312. Progress in Modeling, Theory, and Application of Computational Intelligenc - 15th European Symposium on Artificial Neural Networks 2007, 15th European Symposium on Artificial Neural Networks 2007
    • Jan Peters and Stefan Schaal. Natural actor-critic. Neurocomputing, 71(7-9):1180-1190, 2008b. ISSN 0925-2312. Progress in Modeling, Theory, and Application of Computational Intelligenc - 15th European Symposium on Artificial Neural Networks 2007, 15th European Symposium on Artificial Neural Networks 2007.
    • (2008) Neurocomputing , vol.71 , Issue.7-9 , pp. 1180-1190
    • Peters, J.1    Schaal, S.2
  • 17
    • 58349110975 scopus 로고    scopus 로고
    • Adaptive optimal control for continuous-time linear systems based on policy iteration
    • ISSN 0005-1098
    • D. Vrabie, O. Pastravanu,M. Abu-Khalaf, and F.L. Lewis. Adaptive optimal control for continuous-time linear systems based on policy iteration. Automatica, 45(2): 477-484, 2009. ISSN 0005-1098.
    • (2009) Automatica , vol.45 , Issue.2 , pp. 477-484
    • Vrabie, D.1    Pastravanu, O.2    Abu-Khalaf, M.3    Lewis, F.L.4
  • 18
    • 67349145396 scopus 로고    scopus 로고
    • Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems
    • ISSN 0893-6080
    • Draguna Vrabie and Frank Lewis. Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems. Neural Networks, 22(3):237-246, 2009. ISSN 0893-6080.
    • (2009) Neural Networks , vol.22 , Issue.3 , pp. 237-246
    • Vrabie, D.1    Lewis, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.