A tutorial on optimal control and reinforcement learning methods for quantum technologies

被引：0

作者：

Giannelli, Luigi ^{[1
,2
]}

Sgroi, Sofia ^{[4
]}

Brown, Jonathon ^{[4
]}

Paraoanu, Gheorghe Sorin ^{[5
]}

Paternostro, Mauro ^{[4
]}

Paladino, Elisabetta ^{[1
,2
,3
]}

Falci, Giuseppe ^{[1
,2
,3
]}

机构：

[1] Dipartimento di Fisica e Astronomia Ettore Majorana, Università di Catania, Via S. Sofia 64, Catania,95123, Italy

[2] CNR-IMM, UoS Università, Catania,95123, Italy

[3] INFN, Sez. Catania, Catania,95123, Italy

[4] Centre for Theoretical Atomic, Molecular, and Optical Physics, School of Mathematics and Physics, Queens University, Belfast,BT7 1NN, United Kingdom

[5] QTF Centre of Excellence, Department of Applied Physics, Aalto University School of Science, P.O. Box 15100, AALTO,FI-00076, Finland

来源：

Physics Letters, Section A: General, Atomic and Solid State Physics | 2022年 / 434卷

关键词：

103;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

引用

共 50 条

[31] Quantum Machine Learning: A tutorial
Martin-Guerrero, Jose D.
Lamata, Lucas
NEUROCOMPUTING, 2022, 470 : 457 - 461
[32] Nonlinear Optimal Control Using Deep Reinforcement Learning
Bucci, Michele Alessandro
Semeraro, Onofrio
Allauzen, Alexandre
Cordier, Laurent
Mathelin, Lionel
IUTAM LAMINAR-TURBULENT TRANSITION, 2022, 38 : 279 - 290
[33] Optimal and Autonomous Control Using Reinforcement Learning: A Survey
Kiumarsi, Bahare
Vamvoudakis, Kyriakos G.
Modares, Hamidreza
Lewis, Frank L.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29 (06) : 2042 - 2062
[34] Reinforcement learning for optimal control of low exergy buildings
Yang, Lei
Nagy, Zoltan
Goffin, Philippe
Schlueter, Arno
APPLIED ENERGY, 2015, 156 : 577 - 586
[35] Reinforcement learning for optimal control of stochastic nonlinear systems
Zhu, Xinji
Wang, Yujia
Wu, Zhe
AICHE JOURNAL, 2025,
[36] Optimal control of ship unloaders using reinforcement learning
Scardua, LA
Da Cruz, JJ
Costa, AHR
ADVANCED ENGINEERING INFORMATICS, 2002, 16 (03) : 217 - 227
[37] Reinforcement Learning and Adaptive Optimal Control of Congestion Pricing
Nguyen, Tri
Gao, Weinan
Zhong, Xiangnan
Agarwal, Shaurya
IFAC PAPERSONLINE, 2021, 54 (02): : 221 - 226
[38] Reinforcement Learning: A Tutorial Survey and Recent Advances
Gosavi, Abhijit
INFORMS JOURNAL ON COMPUTING, 2009, 21 (02) : 178 - 192
[39] A short tutorial on reinforcement learning - Review and applications
Li, CC
Pyeatt, L
INTELLIGENT INFORMATION PROCESSING II, 2005, 163 : 509 - 513
[40] Reinforcement learning in reliability and maintenance optimization: A tutorial
Zhang, Qin
Liu, Yu
Xiang, Yisha
Xiahou, Tangfan
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 251

← 1 2 3 4 5 →