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Original Articles

Probabilistic dual heuristic programming-based adaptive critic

Pages 227-239 | Received 09 Jul 2007, Accepted 07 Jan 2009, Published online: 12 Nov 2009

References

  • Botto , MA , Wams , B , van den Boom , T and Sá da Costa , JMG . 2000 . Robust Stability of Feedback Linearised Systems Modelled with Neural Networks: Dealing with Uncertainty . Engineering Applications of Artificial Intelligence , 13 : 659 – 670 .
  • Fabri , S and Kadirkamanathan , V . 1998 . Dual Adaptive Control of Nonlinear Stochastic Systems Using Neural Networks . Automatica , 34 : 245 – 253 .
  • Ge , SS , Hang , CC , Lee , TH and Zhang , T . 2001 . Stable Adaptive Neural Network Control , Norwell, MA : Kluwer .
  • Ge , SS and Wang , C . 2004 . Adaptive Neural Control of Uncertain MIMO Nonlinear Systems . IEEE Transactions on Neural Networks , 15 : 674 – 692 .
  • Herzallah , R . 2007 . Adaptive Critic Methods for Stochastic Systems with Input-dependent Noise . Automatica , 43 : 1355 – 1362 .
  • Herzallah , R and Lowe , D . 2007 . Distribution Modeling of Nonlinear Inverse Controllers Under a Bayesian Framework . IEEE Transactions on Neural Networks , 18 : 107 – 114 .
  • Herzallah , R and Lowe , D . 2008 . A Bayesian Perspective on Stochastic Neuro Control . IEEE Transactions on Neural Networks , 19 : 914 – 924 .
  • Hovakimyan , N , Nardi , F and Calise , AJ . 2001 . A Novel Observer Based Adaptive Output Feedback Approach for Control of Uncertain Systems . Proceedings of the American Control Conference, June, Vol. 3 . 2001 , Arlington, VA, USA. Vol. 3 , pp. 2444 – 2449 .
  • Howard , RA . 1960 . Dynamic Programming and Markov Processes , New York, London : The Massachusetts Institute of Technology and John Wiley and Sons, Inc .
  • Kalman , RE . 1960 . A New Approach to Linear Filtering and Prediction Problems . Transactions of the ASME Journal of Basic Engineering , D82 : 35 – 45 .
  • Karny , M . 1996 . Towards Fully Probabilistic Control Design . Automatica , 32 : 1719 – 1722 .
  • Lewis , FL , Yesildirek , A and Liu , K . 2000 . Robust Backstepping Control of Induction Motors using Neural Netwoks . IEEE Transactions on Neural Networks , 11 : 1178 – 1187 .
  • Mine , H and Osaki , S . 1970 . Markovian Decision Processes , New York : Elsevier .
  • Murray-Smith , R and Sbarbaro , D . 21–26 July 2002 . “ Nonlinear Adaptive Control Using Non-parametric Gaussian Process Prior Models ” . In 15th IFAC Triennial World Congress 21–26 July , Barcelona
  • Ogata , K . 1987 . Discrete Time Control Systems , EnglewoodCliffs, New Jersey : Prentice Hall, Inc .
  • Sanner , RM and Slotine , JJE . 1992 . Gaussian Networks for Direct Adaptive Control . IEEE Transactions on Neural Networks , 3 : 837 – 863 .
  • Sastry , SS and Isidori , A . 1989 . Adaptive Control of Linearizable Systems . IEEE Transactions on Automatic Control , 34 : 1123 – 1131 .
  • Wang , D and Huang , J . 2005 . Neural Network-based Adaptive Dynamic Surface Control for a Class of Uncertain Nonlinear Systems in Strict-feedback Form . IEEE Transactions on Neural Networks , 16 : 195 – 202 .
  • Wang , H . 2002 . Minimum Entropy Control of Non-Gaussian Dynamic Stochastic Systems . IEEE Transactions on Automatic Control , 47 : 398 – 403 .
  • Wang , H and Zhang , J . 2001 . Bounded Stochastic Distribution Control for Pseudo ARMAX Stochastic Systems . IEEE Transactions on Automatic Control , 46 : 486 – 490 .
  • Werbos , PJ . 1992 . “ Approximate Dynamic Programming for Real-time Control and Neural Modeling ” . In Handbook of Intillegent Control, Chap. 13 , Edited by: White , DA and Sofge , DA . 493 – 526 . New York : Multiscience Press, Inc. .
  • Zhang , Y , Peng , PY and Jiang , ZP . 2000 . Stable Neural Controller Design for Unknown Nonlinear Systems using Backstepping . IEEE Transactions on Neural Networks , 11 : 1347 – 1359 .

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