Incoherent control of quantum systems with wavefunction-controllable subspaces via quantum reinforcement learning
文献类型：期刊论文
| 作者 | Dong, Daoyi1; Chen, Chunlin2; Tarn, Tzyh-Jong3; Pechen, Alexander4; Rabitz, Herschel4 |
| 刊名 | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
 |
| 出版日期 | 2008-08-01 |
| 卷号 | 38期号:4页码:957-962 |
| 关键词 | incoherent control quantum reinforcement learning (QRL) wavefunction controllability wavefunction-controllable subspace |
| ISSN号 | 1083-4419 |
| DOI | 10.1109/TSMCB.2008.926603 |
| 英文摘要 | In this paper,. an incoherent control scheme for accomplishing the state control of a class of quantum systems which have wavefunction-controllable subspaces is proposed. This scheme includes the following two steps: projective measurement on the initial state and learning control in the wavefunction-controllable subspace. The first step probabilistically projects the initial state into the wavefunction-controllable subspace. The probability of success is sensitive. to the initial state; however, it can be greatly improved through multiple experiments on several identical initial states even in the case with a small probability of success for an. individual measurement. The second step finds a local optimal control sequence via quantum reinforcement learning and drives the controlled system to the objective state through a set of suitable controls. In this strategy, the initial states can be unknown identical states, the quantum measurement is used as an effective control, and the controlled system is not necessarily unitarily controllable. This incoherent control scheme provides an alternative quantum engineering strategy for locally controllable quantum systems. |
| WOS研究方向 | Automation & Control Systems ; Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000258183100011 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/6115]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Dong, Daoyi |
| 作者单位 | 1.Chinese Acad Sci, AMSS, Inst Syst Sci, Beijing 100190, Peoples R China 2.Nanjing Univ, Dept Control & Syst Engn, Nanjing 210093, Peoples R China 3.Washington Univ, Dept Elect & Syst Engn, St Louis, MO 63130 USA 4.Princeton Univ, Dept Chem, Princeton, NJ 08544 USA |
| 推荐引用方式 GB/T 7714 | Dong, Daoyi,Chen, Chunlin,Tarn, Tzyh-Jong,et al. Incoherent control of quantum systems with wavefunction-controllable subspaces via quantum reinforcement learning[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,2008,38(4):957-962. |
| APA | Dong, Daoyi,Chen, Chunlin,Tarn, Tzyh-Jong,Pechen, Alexander,&Rabitz, Herschel.(2008).Incoherent control of quantum systems with wavefunction-controllable subspaces via quantum reinforcement learning.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,38(4),957-962. |
| MLA | Dong, Daoyi,et al."Incoherent control of quantum systems with wavefunction-controllable subspaces via quantum reinforcement learning".IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 38.4(2008):957-962. |
入库方式： OAI收割
来源：数学与系统科学研究院
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