warren hearnes 

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I have written or co-written the following academic articles:   

  1. Esogbue, A.O. and Hearnes, W.E. "Near-Optimal Control Through Reinforcement Learning and Hybridization. " In the Handbook of Learning and Approximate Dynamic Programming, Chapter 16, IEEE Press Series on Computational Intelligence, Jennie Si, Andrew Barto, Warren Powell, and Donald Wunsch (editors), 407-428.
  2. Hearnes, W.E. and Esogbue, A.O. "Application of a Near-Optimal Reinforcement Learning Controller to a Robotics Problem in Manufacturing: A Hybrid Approach. " Fuzzy Optimization and Decision Making , vol. 3, 2003, 183-213.
  3. Esogbue, A.O. and Hearnes, W.E. "Defuzzification Filters and Applications to Power System Stabilization Problems. " Journal of Mathematical Analysis and Applications , vol. 251, 2000, 406-432.
  4. Hearnes, W.E.  "Near-Optimal Intelligent Control for Continuous Set-Point Regulator Problems via Approximate Dynamic Programming. " Ph.D. Thesis , School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, 1999. [Download PDF ]
  5. Esogbue, A.O. and Hearnes, W.E.  "A Learning Algorithm for the Control of Continuous Action Set-Point Regulator Systems.Journal of Computational Analysis and Applications , vol. 1, no. 2, 1999, 121-145. [Download PDF ]
  6. Esogbue, A.O. and Hearnes, W.E. "Maintenance and Replacement Models Under A Fuzzy Framework. " In Fuzzy Sets in Decision Analysis, Operations Research and Statistics , Chapter 13, Kluwer Academic Press, R. Slowinski (editor), 1998. [Download PDF ]
  7. Esogbue, A.O. and Hearnes, W.E. "On Replacement Models Via A Fuzzy Set Theoretic Framework. " IEEE Transactions on Systems, Man, and Cybernetics, Part C, vol. 28, no. 4, 1998, 549-560. [Download PDF ]
  8. Esogbue, A.O. and Hearnes, W.E. "Approximate Policy Improvement for Continuous Action Set-Point Regulation Problems. " Proceedings of the 1998 IEEE International Conference on Fuzzy Systems, Vol. 2 , Anchorage, AK, May 5-9, 1998, 1684-1689. [Download PDF ]
  9. Esogbue, A.O. and Hearnes, W.E. "Towards Intelligent Control of Complex Manufacturing Systems. " Proceedings of the 1997 IEEE International Conference on Systems, Man, and Cybernetics, Vol. 3 , Orlando, FL, October 12-15, 1997, 2897-2902.
  10. Esogbue, A.O., Song, Q., and Hearnes, W.E. "Defuzzification Filters and Applications to Power System Stabilization Problems. " Proceedings of the 1996 IEEE Conference on Systems, Man, and Cybernetics, Vol. 2 , Beijing, China, October 14-17, 1996, 1047-1050.
  11. Esogbue, A.O., Hearnes, W.E., and Song, Q. "A Reinforcement Learning Fuzzy Controller for Set-Point Regulator Problems. " Proceedings of the FUZZ-IEEE '96 Conference, Vol. 3 , New Orleans, LA, September 8-11, 1996, 2136-2142. [Download PDF ]
  12. Hearnes, W.E. "Modeling with Possibilistic Uncertainty in the Single Asset Replacement Problem. " Proceedings of the International Joint Conference on Information Science, Fourth Annual Conference on Fuzzy Theory Technology , Wrightsville Beach, NC, September 28-October 1, 1995, 552-555.
  13. Esogbue, A.O., Song, Q., and Hearnes, W.E. "Application of a Self-Learning Fuzzy-Neuro Controller to the Power System Stabilization Problem. " Proceedings of the 1995 World Congress on Neural Networks , Washington, DC, July, 1995, 699-702.
  14. Esogbue, A.O. and Hearnes, W.E. "Constructive Experiments with a New Fuzzy Adaptive Controller. " Proceedings of the 1994 NAFIPS/IFIS/NASA Joint Conference , San Antonio, TX, December 18-21, 1994, 377-380.
 

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