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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  
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)  
Incoherent control of locally controllable quantum systems 期刊论文
JOURNAL OF CHEMICAL PHYSICS, 2008, 卷号: 129, 期号: 15, 页码: 10
Authors:  Dong, Daoyi;  Zhang, Chenbin;  Rabitz, Herschel;  Pechen, Alexander;  Tarn, Tzyh-Jong
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
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