-
5
-
-
77953330028
-
Learning control in robotics
-
S. Schaal and C. G. Atkeson, "Learning control in robotics, " IEEE Robotics & Automation Magazine, vol. 17, no. 2, pp. 20-29, 2010.
-
(2010)
IEEE Robotics & Automation Magazine
, vol.17
, Issue.2
, pp. 20-29
-
-
Schaal, S.1
Atkeson, C.G.2
-
6
-
-
33744927936
-
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
-
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
-
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
-
10
-
-
52449085771
-
Approximate dynamic programming with Gaussian processes
-
M. P. Deisenroth, J. Peters, and C. E. Rasmussen, "Approximate dynamic programming with Gaussian processes, " in Proc. of the IEEE American Control Conference (ACC), 2008, pp. 4480-4485.
-
(2008)
Proc. of the IEEE American Control Conference (ACC)
, pp. 4480-4485
-
-
Deisenroth, M.P.1
Peters, J.2
Rasmussen, C.E.3
-
11
-
-
84929223741
-
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
-
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
-
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
-
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
-
18
-
-
0029483769
-
Nonlinear black-box modeling in system identification: A unified overview
-
J. Sjöberg, Q. Zhang, L. Ljung, A. Benveniste, B. Delyon, P.-Y. Glorennec, H. Hjalmarsson, and A. Juditsky, "Nonlinear black-box modeling in system identification: A unified overview, " Automatica, vol. 31, no. 12, pp. 1691-1724, 1995.
-
(1995)
Automatica
, vol.31
, Issue.12
, pp. 1691-1724
-
-
Sjöberg, J.1
Zhang, Q.2
Ljung, L.3
Benveniste, A.4
Delyon, B.5
Glorennec, P.-Y.6
Hjalmarsson, H.7
Juditsky, A.8
-
19
-
-
84876691099
-
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
-
20
-
-
84988231271
-
Reachability-based safe learning with Gaussian processes
-
A. K. Akametalu, S. Kaynama, J. F. Fisac, M. N. Zeilinger, J. H. Gillula, and C. J. Tomlin, "Reachability-based safe learning with Gaussian processes, " in Proc. of the IEEE Conference on Decisions and Control (CDC), 2014.
-
(2014)
Proc. of the IEEE Conference on Decisions and Control (CDC)
-
-
Akametalu, A.K.1
Kaynama, S.2
Fisac, J.F.3
Zeilinger, M.N.4
Gillula, J.H.5
Tomlin, C.J.6
-
21
-
-
77951443111
-
H2 performance via static output feedback for a class of nonlinear systems
-
N. Bedioui, S. Salhi, and M. Ksouri, "H2 performance via static output feedback for a class of nonlinear systems, " in Proc. of the IEEE International Conference on Signals, Circuits and Systems (SCS), 2009, pp. 1-6.
-
(2009)
Proc. of the IEEE International Conference on Signals, Circuits and Systems (SCS)
, pp. 1-6
-
-
Bedioui, N.1
Salhi, S.2
Ksouri, M.3
-
23
-
-
79951555580
-
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
-
24
-
-
84862287145
-
State-space inference and learning with Gaussian processes
-
R. D. Turner, M. P. Deisenroth, and C. E. Rasmussen, "State-space inference and learning with Gaussian processes, " in Proc. of the International Conference on Artificial Intelligence and Statistics, 2010, pp. 868-875.
-
(2010)
Proc. of the International Conference on Artificial Intelligence and Statistics
, pp. 868-875
-
-
Turner, R.D.1
Deisenroth, M.P.2
Rasmussen, C.E.3
-
26
-
-
0030260606
-
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
-
27
-
-
84963843663
-
-
ETH Zürich, Tech. Rep.
-
F. Berkenkamp and A. P. Schoellig, "Derivation of a linear, robust H2 controller for systems with parametric uncertainty, " ETH Zürich, Tech. Rep., 2015, DOI: 10. 3929/ethz-a-010405770.
-
(2015)
Derivation of A Linear, Robust H2 Controller for Systems with Parametric Uncertainty
-
-
Berkenkamp, F.1
Schoellig, A.P.2
|