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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
作者:  Dong, Daoyi;  Xing, Xi;  Ma, Hailan;  Chen, Chunlin;  Liu, Zhixin;  Rabitz, Herschel
收藏  |  浏览/下载：175/0  |  提交时间：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
作者:  Wu, Chengzhi;  Qi, Bo;  Chen, Chunlin;  Dong, Daoyi
收藏  |  浏览/下载：153/0  |  提交时间：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
作者:  Chen, Chunlin;  Dong, Daoyi;  Qi, Bo;  Petersen, Ian R.;  Rabitz, Herschel
收藏  |  浏览/下载：125/0  |  提交时间：2018/07/30
Inhomogeneous ensembles  quantum discrimination  quantum ensemble classification (QEC)  sampling-based learning control (SLC)  
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
作者:  Dong, Daoyi;  Chen, Chunlin;  Tarn, Tzyh-Jong;  Pechen, Alexander;  Rabitz, Herschel
收藏  |  浏览/下载：118/0  |  提交时间：2018/07/30
incoherent control  quantum reinforcement learning (QRL)  wavefunction controllability  wavefunction-controllable subspace