Welcome to Daoyi Dong's Home Page

Education| Experience| Activities| Honors| Interest| Publications

Daoyi Dong
Key Laboratory of Systems and Control, AMSS, Chinese Academy of Sciences
Nationality: People's Republic of China
Address: No.55, Zhongguancun Donglu, Beijing 100190, China
Phone: 86-13810871783
E-mail: dydong(AT)amss.ac.cn
http://www.complex.org.cn/dong/index.html

PERSONAL STATEMENT

I am a postdoctoral fellow at the Key Laboratory of Systems and Control, Institute of Systems Science, Chinese Academy of Sciences. I am working on quantum control theory and its applications, and quantum learning and optimization algorithms under the supervision of prof. Lei Guo. I received the B.E. degree in automatic control and Ph.D. degree in pattern recognition and intelligent system from the University of Science and Technology of China in 2001 and 2006, respectively.

EDUCATION

09/2003~06/2006 Ph.D., University of Science and Technology of China (USTC)
Department of Automation
09/2001~07/2003 Master Student
USTC, Department of Automation
09/1999~07/2001 2nd Bachelor
USTC, Department of Management Science
09/1997~07/2001 Bachelor
USTC, Department of Automation

EXPERIENCE

07/2006~present Postdoctoral Fellow in the Institute of Systems Science, Chinese Academy of Sciences (CAS)
11/2007~02/2008 Research Associate in The University of Hong Kong
01/2007~04/2007 Senior Research Assistant in the City University of Hong Kong
09/2005~09/2005 Visiting research in the Institute of Systems Science, CAS
09/2002~01/2003 Teaching Assistant of "Principles of Microcomputer", USTC
03/2002~06/2002 An intern of USTC Science and Technology Enterprises Group

FUND & ACTIVITIES

  • Principal investigator (PI):"Theory, Algorithms and Applications of Quantum Reinforcement Learning" The National Natural Science Foundation of China (No.60703083) (01/2008~)
  • PI: "Robust Feedback Control of Quantum Systems" The China Postdoctoral Science Foundation (No.20060400515) (10/2006~)
  • PI: "Quantum Feedback Control and Quantum Learning Control" The K. C. Wong Education Foundation (Hong Kong) (12/2006~)
  • PI: "Realization of Quantum Reinforcement Learning Algorithms" The Open Fund of the State Key Laboratory for Novel Software Technology (07/2007~)
  • PI: "Information Acquisition and Feedback in Quantum Control" Innovation Project of USTC for Graduate Students (11/2004~06/2006)
  • PI: "On Quantum Feedback Control" and "On Quantum Control" The Innovation Project of CAS for Graduate Students (06/2003~08/2005)
  • IEEE member, from 2006; IEEE student member, 2005
  • Organizer of a seminar on the Control of Quantum Systems in CAS (joint with Tsinghua Universtiy) (09/2006~)
  • Presentation: "Quantum control strategies and quantum reinforcement learning", in the Key Laboratory of Quantum Information, USTC, CAS, in Hefei, June 2006
  • Invited talk: "Quantum feedback control, learning algorithm and eigenstate controllability", The 2005 Workshop on Quantum Information and Quantum Control in Beijing, Institute of System Science, CAS
  • Invited report: "Comparative research on models of quantum control systems", The System Simulation Technology & Applications Conference, in Ningbo, Aug. 2004
  • Referee for
    • New Journal of Physics
    • Journal of Physics A: Mathematical and Theoretical
    • Journal of Physics B: Atomic, Molecular and Optical Physics
    • Journal of Optics B: Quantum and Semiclassical Optics
    • IEEE Transactions on Systems, Man, and Cybernetics B

HONORS & AWARDS

  1. The Chinese Academy of Sciences K. C. Wong Postdoctoral Fellowships, 2006
  2. Special Scholarship of China HP Scholarship for Outstanding Students, 2006
  3. Excellent Youth Student in Anhui Province, 2006
  4. The President Scholarship of the Chinese Academy of Sciences, 2004
  5. Awards of 2005 GE Foundation Edison Cup Technology Innovation Competition, 2005
  6. SAMSUNG Scholarship for Outstanding Students, 2003
  7. Excellent Student Cadre of Anhui Province, 2005
  8. Advanced Volunteer Honor of "San Xia Xiang" Society Practice of Anhui Province, 2004

RESEARCH INTEREST

  • Quantum control theory and its applications
  • Quantum learning and optimization algorithms

SELECTED PUBLICATIONS

  1. Z H Chen, D Y Dong, C B Zhang. Quantum control: An introduction. Hefei: USTC Press, 2005 (monograph, in Chinese)
  2. C L Chen, D Y Dong. Quantum Intelligent Mobile System, in Quantum-Inspired Evolutionary Computation, Nadia Nedjah, Leandro dos Santos Coelho, Luiza de Macedo Mourelle (eds.), Springer-Verlag, 2007, in press.
  3. D Y Dong, C L Chen, T J Tarn, A Pechen, H Rabitz. Incoherent Control of Quantum Systems with Wavefunction Controllable Subspaces via Quantum Reinforcement Learning. IEEE Transaction on System, Man, and Cybernetics B, 2008, 28(4), to appear in August 2008. ( Regular Paper)
  4. D Y Dong, C L Chen, H X Li, T J Tarn. Quantum reinforcement learning. IEEE Transaction on System, Man, and Cybernetics B, 2008, to appear. ( Regular Paper)
  5. D Y Dong, C L Chen, C B Zhang, Z H Chen. Quantum robot: structure, algorithms and applications. Robotica, 2006, 24: 513-521.
  6. D Y Dong, C B Zhang, Z H Chen, C L Chen. Information-technology approach to quantum feedback control. International Journal of Modern Physics B, 2006, 20: 1304-1316.
  7. D Y Dong, C L Chen, Z H Chen, C B Zhang. Quantum mechanics helps in learning for more intelligent robots, Chinese Physics Letters, 2006, 23:1691-1694.
  8. C B Zhang, D Y Dong, Z H Chen. Control of non-controllable quantum system: A quantum control algorithm based on Grover iteration. Journal of Optics B: Quantum and Semiclassical Optics, 2005, 7: S313-S317.
  9. C L Chen, D Y Dong, Z H Chen. Quantum computation for action selection using reinforcement learning. International Journal of Quantum Information, 2006, 4(6): 1071-1083.
  10. M Jiang, Z K Zhang, D Y Dong, B Liu, T J Tarn. The improved quantum switching mechanism based on contention. Chaos, Solitons and Fractals, 2007, in press.
  11. D Y Dong, J Lam, T J Tarn. Rapid incoherent control of quantum systems based on continuous measurements and reference model. IET Control Theory & Applications, in revision, 2008.
  12. D Y Dong, Z H Chen. Applications of quantum control theory in chemistry. Progress in Chemistry, 2005, 17 (4): 581-587. (in Chinese)
  13. D Y Dong, Z H Chen, C B Zhang, C L Chen. Feedback control of quantum system, Frontier of Physics in China, 2006, 3: 256-262.
  14. D Y Dong, Z H Chen, S X Jiang. Pattern recognition of quantum information based on pattern-distance. Journal of Systems Engineering and Electronics, 2005, 16(4): 917-923.
  15. D Y Dong, C B Zhang, Z H Chen. Quantum feedback control using quantum cloning and state recognition. In: Proceedings of the 16th IFAC World Congress, p.1965, Prague, July 4-8, 2005.
  16. D Y Dong, C L Chen, Z H Chen. Quantum reinforcement learning. In: Proceedings of First International Conference on Natural Computation, Lecture Notes in Computer Science, Springer-Verlag GmbH, 2005, 3611: 686-689.

©2007 Daoyi Dong All rights reserved.  Last Updated: Apr. 2008, Since Sep. 2007.