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Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 8, 页码: 3581-3593
Authors:  Dong, Daoyi;  Xing, Xi;  Ma, Hailan;  Chen, Chunlin;  Liu, Zhixin;  Rabitz, Herschel
Favorite  |  View/Download:8/0  |  Submit date:2020/09/23
Nonhomogeneous media  Robust control  Quantum computing  Task analysis  Chemistry  Machine learning algorithms  Uncertainty  Differential evolution  femtosecond laser  quantum control  quantum learning  quantum robust control  
Robust Learning Control Design for Quantum Unitary Transformations 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4405-4417
Authors:  Wu, Chengzhi;  Qi, Bo;  Chen, Chunlin;  Dong, Daoyi
Favorite  |  View/Download:15/0  |  Submit date:2018/07/30
Quantum learning control  quantum unitary transformation  robustness  sampling-based learning control (SLC)  
Quantum Ensemble Classification: A Sampling-Based Learning Control Approach 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 6, 页码: 1345-1359
Authors:  Chen, Chunlin;  Dong, Daoyi;  Qi, Bo;  Petersen, Ian R.;  Rabitz, Herschel
Favorite  |  View/Download:11/0  |  Submit date:2018/07/30
Inhomogeneous ensembles  quantum discrimination  quantum ensemble classification (QEC)  sampling-based learning control (SLC)  
Learning robust pulses for generating universal quantum gates 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 9
Authors:  Dong, Daoyi;  Wu, Chengzhi;  Chen, Chunlin;  Qi, Bo;  Petersen, Ian R.;  Nori, Franco
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
Quantum reinforcement learning 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 卷号: 38, 期号: 5, 页码: 1207-1220
Authors:  Dong, Daoyi;  Chen, Chunlin;  Li, Hanxiong;  Tarn, Tzyh-Jong
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
collapse  Grover iteration  probability amplitude  quantum reinforcement learning (QRL)  state superposition  
Incoherent control of quantum systems with wavefunction-controllable subspaces via quantum reinforcement learning 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 卷号: 38, 期号: 4, 页码: 957-962
Authors:  Dong, Daoyi;  Chen, Chunlin;  Tarn, Tzyh-Jong;  Pechen, Alexander;  Rabitz, Herschel
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
incoherent control  quantum reinforcement learning (QRL)  wavefunction controllability  wavefunction-controllable subspace