Policy iteration for continuous-time systems with unknown internal dynamics

2007 Mediterranean Conference on Control and Automation, MED

Volumn , Issue , 2007, Pages

  Vrabie, D ^a   Pastravanu, O ^b   Lewis, F L ^a  

^a UNIVERSITY OF TEXAS AT ARLINGTON   (United States)

^b GHEORGHE ASACHI TECHNICAL UNIVERSITY OF IASI   (Romania)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; NONLINEAR CONTROL SYSTEMS; OPTIMAL CONTROL SYSTEMS; STATE FEEDBACK;

ADAPTIVE CONTROL SCHEMES; INFINITE HORIZONS; INTERNAL DYNAMICS; LINEAR CONTINUOUS-TIME SYSTEM; OPTIMAL CONTROL SOLUTION; PARTIAL KNOWLEDGE; POLICY ITERATION; SYSTEM DYNAMICS;

CONTINUOUS TIME SYSTEMS;

EID: 50249147816     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MED.2007.4433882     Document Type: Conference Paper

References (9)

1. R. A. Howard, Dynamic Programming and Markov Processes, MIT Press, Cambridge, Massachusetts, 1960.
2. S. J. Bradtke, B. E. Ydestie, A. G. Barto, "Adaptive Linear Quadratic Control Using Policy Iteration", Proceedings of the American Control Conference, pp. 3475-3476, Baltimore, Maryland, June, 1994.
3. J. J. Murray, C. J. Cox, G. G. Lendaris, and R. Saeks, "Adaptive Dynamic Programming", IEEE Trans. on Systems, Man and Cybernetics, vol. 32, no. 2, pp 140-153, 2002.
4. D. Kleinman, "On an Iterative Technique for Riccati Equation Computations", IEEE Trans. on Automatic Control, vol. 13, pp. 114-115, February, 1968.
5. G. Hewer, "An Iterative Technique for the Computation of the Steady State Gains for the Discrete Optimal Regulator", IEEE Trans. on Automatic Control, vol. 16, pp. 382-384, Aug. 1971.
6. C.J.C.H. Watkins, Learning from delayed rewards. PhD Thesis, University of Cambridge, England, 1989.
7. P. Werbos, "Neural networks for control and system identification", IEEE Proc. CDC89, IEEE, 1989.
8. J. W. Brewer, "Kronecker Products and Matrix Calculus in System Theory", IEEE Trans. on Circuit and System, vol. 25, no. 9, 1978.
9. nd Edition, 2003.