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Volumn , Issue , 2015, Pages 2496-2501

Safe and robust learning control with Gaussian processes

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CONTROLLERS; CONVEX OPTIMIZATION; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); LEARNING ALGORITHMS; LEARNING SYSTEMS; OPTIMIZATION; ROBUST CONTROL;

EID: 84963864580     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ECC.2015.7330913     Document Type: Conference Paper
Times cited : (184)

References (27)
  • 6
    • 33744927936 scopus 로고    scopus 로고
    • A survey of iterative learning control
    • D. Bristow, M. Tharayil, and A. Alleyne, "A survey of iterative learning control, " IEEE Control Systems, vol. 26, no. 3, pp. 96-114, 2006.
    • (2006) IEEE Control Systems , vol.26 , Issue.3 , pp. 96-114
    • Bristow, D.1    Tharayil, M.2    Alleyne, A.3
  • 7
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • K. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks, " IEEE Transactions on Neural Networks, vol. 1, no. 1, pp. 4-27, 1990.
    • (1990) IEEE Transactions on Neural Networks , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.1    Parthasarathy, K.2
  • 9
    • 84908071831 scopus 로고    scopus 로고
    • Experimental validation of Bayesian nonparametric adaptive control using Gaussian processes
    • R. C. Grande, G. Chowdhary, and J. P. How, "Experimental validation of bayesian nonparametric adaptive control using Gaussian processes, " Journal of Aerospace Information Systems, vol. 11, no. 9, pp. 565-578, 2014.
    • (2014) Journal of Aerospace Information Systems , vol.11 , Issue.9 , pp. 565-578
    • Grande, R.C.1    Chowdhary, G.2    How, J.P.3
  • 11
    • 84929223741 scopus 로고    scopus 로고
    • Learningbased nonlinear model predictive control to improve vision-based mobile robot path-tracking in challenging outdoor environments
    • C. J. Ostafew, A. P. Schoellig, and Timothy D. Barfoot, "Learningbased nonlinear model predictive control to improve vision-based mobile robot path-tracking in challenging outdoor environments, " in Proc. of the IEEE International Conference on Robotics & Automation (ICRA), 2014, pp. 4029-4036.
    • (2014) Proc. of the IEEE International Conference on Robotics & Automation (ICRA) , pp. 4029-4036
    • Ostafew, C.J.1    Schoellig, A.P.2    Barfoot, T.D.3
  • 15
    • 0029480969 scopus 로고
    • Identification and control-closed-loop issues
    • P. M. J. Van Den Hof and R. J. P. Schrama, "Identification and control-closed-loop issues, " Automatica, vol. 31, no. 12, pp. 1751-1770, 1995.
    • (1995) Automatica , vol.31 , Issue.12 , pp. 1751-1770
    • Den Van Hof, J.P.M.1    Schrama, R.J.P.2
  • 16
    • 13244262986 scopus 로고    scopus 로고
    • Relations between uncertainty structures in identification for robust control
    • S. G. Douma and P. M. J. Van den Hof, "Relations between uncertainty structures in identification for robust control, " Automatica, vol. 41, no. 3, pp. 439-457, 2005.
    • (2005) Automatica , vol.41 , Issue.3 , pp. 439-457
    • Douma, S.G.1    Den Van Hof, J.P.M.2
  • 17
    • 0031999205 scopus 로고    scopus 로고
    • Parametric and nonparametric identification of linear systems in the presence of nonlinear distortions-a frequency domain approach
    • J. Schoukens, T. Dobrowiecki, and R. Pintelon, "Parametric and nonparametric identification of linear systems in the presence of nonlinear distortions-a frequency domain approach, " IEEE Transactions on Automatic Control, vol. 43, no. 2, pp. 176-190, 1998.
    • (1998) IEEE Transactions on Automatic Control , vol.43 , Issue.2 , pp. 176-190
    • Schoukens, J.1    Dobrowiecki, T.2    Pintelon, R.3
  • 19
    • 84876691099 scopus 로고    scopus 로고
    • Provably safe and robust learning-based model predictive control
    • A. Aswani, H. Gonzalez, S. S. Sastry, and C. Tomlin, "Provably safe and robust learning-based model predictive control, " Automatica, vol. 49, no. 5, pp. 1216-1226, 2013.
    • (2013) Automatica , vol.49 , Issue.5 , pp. 1216-1226
    • Aswani, A.1    Gonzalez, H.2    Sastry, S.S.3    Tomlin, C.4
  • 23
    • 79951555580 scopus 로고    scopus 로고
    • Learning gp-BayesFilters via Gaussian process latent variable models
    • J. Ko and D. Fox, "Learning gp-BayesFilters via gaussian process latent variable models, " Autonomous Robots, vol. 30, no. 1, pp. 3-23, 2011.
    • (2011) Autonomous Robots , vol.30 , Issue.1 , pp. 3-23
    • Ko, J.1    Fox, D.2
  • 26
    • 0030260606 scopus 로고    scopus 로고
    • Robust constrained model predictive control using linear matrix inequalities
    • M. V. Kothare, V. Balakrishnan, and M. Morari, "Robust constrained model predictive control using linear matrix inequalities, " Automatica, vol. 32, no. 10, pp. 1361-1379, 1996.
    • (1996) Automatica , vol.32 , Issue.10 , pp. 1361-1379
    • Kothare, M.V.1    Balakrishnan, V.2    Morari, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.