Prof. Kao-Shing
Hwang
National
Sun Yat-sen University, Chinese Taipei
Email: hwang@ccu.edu.tw
Qualifications
1993 Ph.D., Northwestern University, USA
1989 M. S., Northwestern University, USA
1981 B. S., National Cheng Kung University, Chinese
Taipei
Publications
(selected)
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K.
S. Hwang, S. W. Tan, M. C. Shaio, and C. S. Wu, “A Reinforcement Learning
Approach to Congestion Control of High-Speed Multimedia Networks," Cybernetics
and System, an International Journal, Vo. 36, No. 2, pp. 181-202, 2005. (SCI,
EI)
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K.
S. Hwang, S. W. Tan, M. C. Shaio, and C. S. Wu, “Cooperative Multiagent
Congestion Control for High-Speed Networks,” IEEE transaction on
Systems, man, and Cybernetics-Part B, Vol.35, No. 2, pp. 225-268, 2005. (SCI,
EI)
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S.
H. Su, M. Yokoyama, J. F. Li, and K. S. Hwang, “Improving the Luminous
Efficiency of Red Organic Lighting-Emitting Diodes Using a Carrier Balance
Layer,” Journal of Electrochemical Society, Vol. 153, pp. H51-H53, 2006. (SCI)
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J.
F. Li, S. F. Chen, S. H. Su, M. Yokoyama, and K. S. Hwang, “Full Wave-length
Organic Light Emitting Diodes with Blue Fluorescence and Phosphorescent Iridium
Complexes,” Journal of Electrochemical Society, Vol. 153, pp. H195-H197, 2006.
(SCI)
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J.
F. Li, S. H. Su, K. S. Hwang, and, M. Yokoyama, “Effects of Hole Injection
Layer Thickness on the Luminescent Properties of White Organic Light-Emitting
Diodes,” Applied Surface Science, 253, pp 2522-2524, 2006. (SCI)
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J.
F. Li, S. H. Su, K. S. Hwang, and, M. Yokoyama, “Effect of Laser-Etched Indium
Tin Oxide on Optoelectrical Properties of Organic Light-Emitting Diodes”,
Applied Surface Science, 253, pp. 5415-5418, 2006. (SCI)
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J.
F. Li, S. H. Su, K. S. Hwang, and, M. Yokoyama,,“Enhancing the Contrast and
Power Efficiency of Organic Light-Emitting Diodes using CuPc/TiOPc as an
Anti-reflection Layer", J. Phys. D: Appl.
Phys.,40, p. 2435-2439, 2007.(SCI)
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K.
S. Hwang, Y. Z., Chen, “ Reinforcement Learning on Strategy Selection for
Cooperative Robot System,” IEEE transaction on Systems, man, and
Cybernetics-Part A. Vol. 37, No. 6, pp. 1151-1157, 2007. (SCI, EI)
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K.
S. Hwang, C. Y. Lo, and C. Y. Lin, “Cooperative Learning by Policy Sharing in
Multiple Agents,” Cybernetics and Systems, An International Journal, Vol. 40,
4, pp. 286 – 309, 2009.(SCI, EI)
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K.
S. Hwang, C. Y. Lo, W. L. Liu, “Modular Agent Architecture for an Autonomous
Robot,” IEEE Transactions on Instrumentation & Measurement. Vol. 58, No. 8,
pp. 2797-2806, 2009. (SCI, EI)
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K.
S. Hwang, W. H. Hsiao, G. T. Shing, K. J. Chen, “Rapid
Prototyping Platform for Robotics Application”, IEEE
transaction on Education. (in press)
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K.
S. Hwang, C. Y. Lo, and G. Y. Lee, “A Grey Synthesis Approach to Efficient
Architecture Design for Temporal Difference Learning”, IEEE transaction on
Mechatronics. (in press)
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K.
S. Hwang, H. Y. Lin, Y. P. Hsu, H. H. Yu, “A Q-learning
Design Based on Self-Organizing State Aggregation”, submitted to Information
Sciences. (in press)
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K.
S. Hwang, T. W. Yang, and C. Y. Lin , "Cooperation between Multiple Agents
Based on Partially Sharing Policy". 2007 IEEE Conference on Systems, Man,
and Cybernetics, Montreal, Canada, pp.3018-3043.
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K.
S. Hwang, Y. J. Chen, “Treelike Function Approximator in Reinforcement
Learning,” 2007 IEEE IECON, Taipei, Taiwan 318-321.
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K.
S. Hwang, J. Y. Chiou ,“Object Tracking - An ART Based Phase Filtering Approach,”
AROS 2008, Taipei, Taiwan.
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K.
S. Hwang, Y. H. Lin, and C. Y. Lo, “Multi-agent Cooperation by Q-learning in
Continuous Action Domain”, ICINIS 2008, Wu-Han, China, pp.356-360.
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K.
S. Hwang, J. Y. Chiou, and T. Y. Chen, “Reinforcement Learning in Zero-Sum
Markov Games for Robot Soccer Systems “ SICE 2008, Fukukan, Japan, pp.
1210-1214.
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K.
S. Hwang, and C. Y. Lo, “Real-Valued Q-learning in Multi-agent Cooperation,”
2009 IEEE Conference on Systems, Man, and Cybernetics, Saint Antonio, USA, pp.
401-406.
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K.
S. Hwang, et.al., “Behavioral-Fusion Control Based on Reinforcement
Learning”, 2009 IEEE Conference on Systems, Man, and Cybernetics, Saint
Antonio, USA, pp. 407-411.
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K.
S. Hwang, et.al., “Adaptive State Partition for Reinforcement Learning,” SICE
2010, Taipei, Taiwan, pp. 679-683.
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K.
S. Hwang, and C. Y. Lo, “Dyna-like Reinforcement Learning Based on Accumulative
and Average Rewards”, 2010 IEEE Conference on Systems, Man, and Cybernetics,
Istanbul, Turkey, pp. 1629-1633.
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K.
S. Hwang, and Y. J. Chen, “ An Adaptive State Aggregation Approach to
Q-learning with Real-valued Action Function,” 2010 IEEE Conference on Systems,
Man, and Cybernetics, Istanbul, pp. 273-276., Turkey.
Profile
Details
http://iris.ee.ccu.edutw