By Professor Daoyi Dong

Conference Papers

Wang Y; Chen C; Dong D, 2013, 'Notes on Sampled-Data Design for Robust Control of a Single Qubit', International Federation of Automatic Control, Chengdu, China, pp. 353 - 358, presented at 3rd IFAC International Conference on Intelligent Control and Automation Science (2013), Chengdu, China, 02 September 2013 - 04 September 2013, http://dx.doi.org/10.3182/20130902-3-CN-3020.00032

Dong D; Petersen IR; Rabitz H, 2012, 'Sampled-data design for robust decoherence control of a single qubit', in Proceedings of IEEE 51st Conference on Decision and Control (CDC), IEEE, USA, pp. 1668 - 1673, presented at Conference on Decision and Control (CDC), USA, 10 December 2012

Jiang M; Dong D, 2012, 'An efficient scheme for multi-party quantum state sharing via GHZ channels', in Proceedings of the World Congress on Intelligent Control and Automation (WCICA), pp. 5122 - 5126, http://dx.doi.org/10.1109/WCICA.2012.6359448

Dong D; Petersen IR; Yi XX; Rabitz H, 2012, 'Sampled-data design for decoherence control of a single qubit with operator errors', in Proceedings of the 2012 Australian Control Conference, AUCC 2012, IEEE, IEEE, pp. 13 - 18, presented at Australian Control Conference 2012, Sydney, 15 November 2012 - 16 November 2012

Chen C; Dong D, 2012, 'Quantum parallelization of hierarchical Q-learning for global navigation of mobile robots', in Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, IEEE Computer Society, Piscataway, NJ, United States, pp. 163 - 168, presented at 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, Beijing, China, 11 April 2012 - 14 April 2012, http://dx.doi.org/10.1109/ICNSC.2012.6204910

Jiang F; Dong D; Frater MR, 2012, 'Self-provisioning of network services with quantum-inspired reinforcement learning and adaptation', in Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, IEEE Computer Society, Piscataway, NJ, United States, pp. 169 - 174, presented at 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, Beijing, China, 11 April 2012 - 14 April 2012, http://dx.doi.org/10.1109/ICNSC.2012.6204911

Dong D; Petersen IR, 2011, 'Notes on Sliding Mode Control of Two-Level Quantum Systems', in Preprints of the 18th IFAC World Congress, International Federation of Automatic Control (IFAC), Milano (Italy), pp. 5777 - 5782, presented at 18th IFAC World Congress, Milan, Italy, 28 August 2011 - 02 September 2011, http://dx.doi.org/10.3182/20110828-6-IT-1002.00133

Zhang H; Zhang G; Dong D; Huang B; Lee HWJ, 2011, 'Feedback control of linear quantum optical systems', in Proceedings 2011 23rd Chinese Control and Decision Conference (CCDC 2011), IEEE, Piscataway, NJ, USA, pp. 2659 - 2664, presented at 2011 23rd Chinese Control and Decision Conference (CCDC 2011), Mianyang, China, 23 May 2011 - 25 May 2011, http://dx.doi.org/10.1109/CCDC.2011.5968660

Dong D; Petersen IR, 2011, 'Sampled-Data Control of Two-level Quantum Systems Based on Sliding Mode Design', in Proceedings of 50th IEEE Conference on Decision and Control, IEEE, USA, pp. 6236 - 6241, presented at 50th IEEE Conference on Decision and Control IEEE CDC, Orlando, Florida, http://dx.doi.org/10.1109/CDC.2011.6160310

Dong D; Chen C, 2010, 'Quantum-inspired reinforcement learning for decision-making of Markovian state transition', in Proceedings of 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2010, IEEE, USA, pp. 21 - 26, presented at 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2010, Hangzhou, China, 15 November 2010 - 16 November 2010, http://dx.doi.org/10.1109/ISKE.2010.5680787

Chen C; Dong D, 2010, 'Complexity Analysis of Quantum Reinforcement Learning', in Proceedings of the 29th Chinese Control Conference, IEEE, USA, presented at Chinese Control Conference, Beijing, China, 29 July 2010 - 31 July 2010, http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5572589

Dong D; Petersen IR, 2010, 'Sliding Mode Control of Two-Level Quantum Systems with Bounded Uncertainties', in Proceedings of 2010 American Control Conference, IEEE, Piscataway, NJ, USA, pp. 2446 - 2451, presented at American Control Conference, Baltimore, MD, USA, 30 June 2010 - 02 July 2010, http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=05530580

Dong D; Lam J, 2008, 'Rapid incoherent control of a simple quantum system via two-step optimization', in Proceedings of the 27th Chinese Control Conference, CCC, pp. 511 - 515, http://dx.doi.org/10.1109/CHICC.2008.4605386

Chen C; Yang P; Zhou X; Dong D, 2008, 'A Quantum-inspired Q-learning algorithm for indoor robot navigation', in Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC, pp. 1599 - 1603, http://dx.doi.org/10.1109/ICNSC.2008.4525476

Dong D; Chen C; Li H, 2007, 'Reinforcement strategy using quantum amplitude amplification for robot learning', in Proceedings of the 26th Chinese Control Conference, CCC 2007, pp. 571 - 575, http://dx.doi.org/10.1109/CHICC.2006.4347206

Chen Z; Dong D; Zhang C, 2006, 'Quantum Control Based on Quantum Information', in 2006 Chinese Control Conference, IEEE, presented at 2006 Chinese Control Conference, 07 August 2006 - 11 August 2006, http://dx.doi.org/10.1109/chicc.2006.280930

Chen Z; Dong D; Zhang C, 2006, 'Quantum control based on quantum information', in 2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, IEEE, PEOPLES R CHINA, Harbin, pp. 1258 - +, presented at 25th Chinese Control Conference, PEOPLES R CHINA, Harbin, 07 August 2006 - 10 August 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000243873602068&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Dong D; Chen C; Chen Z; Zhang C, 2006, 'Estimation-based information acquisition in quantum feedback control', in DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, WATAM PRESS, PEOPLES R CHINA, Huhhot, pp. 1204 - 1208, presented at International Conference on Complex Systems and Applications, PEOPLES R CHINA, Huhhot, 16 June 2006 - 18 June 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000245061700063&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Chen C; Dong D; Chen Z, 2006, 'Grey reinforcement learning for incomplete information processing', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 399 - 407, http://dx.doi.org/10.1007/11750321_38

Dong D; Chen C; Zhang C; Chen Z, 2005, 'An autonomous mobile robot based on quantum algorithm', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 393 - 398, http://dx.doi.org/10.1007/11596448_57

Dong D; Zhang C; Chen Z, 2005, 'Quantum feedback control using quantum cloning and state recognition1', in IFAC Proceedings Volumes (IFAC-PapersOnline), pp. 195 - 200

Dong DY; Chen ZH, 2005, 'Perturbation theory for quantum control with weak input', in 2005 INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), VOLS 1 AND 2, IEEE, HUNGARY, Hungarian Acad Sci, Budapest, pp. 736 - 740, presented at 5th International Conference on Control and Automation, HUNGARY, Hungarian Acad Sci, Budapest, 26 June 2005 - 29 June 2005, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000232156500131&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Dong D; Chen C; Chen Z, 2005, 'Quantum reinforcement learning', in Lecture Notes in Computer Science, pp. 686 - 689, http://dx.doi.org/10.1007/11539117_97

Dong D; Chen Z, 2004, 'Research on modeling and simulation of quantum control systems', in Proceedings of the World Congress on Intelligent Control and Automation (WCICA), pp. 276 - 279

Conference Abstracts

Zhu Y; Tian F; Dong D; Young J; Lai J, 2018, 'Study of fish self- adapting behaviour in Karman vortex street using reinforcement learning', in The 13th World Congress in Computational Mechanics, presented at The 13th World Congress in Computational Mechanics, 22 July 2018 - 27 July 2018

Reports

Dong D, 2020, Quantum Cybernetics Technical Committee Reports: Investigating the Role of Quantum Effects in Regulating Quantum and Classical Systems, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, http://dx.doi.org/10.1109/MSMC.2019.2952458, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000528940200005&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Dong D; Shi G; Vuglar S; James MR, 2017, Special issue on quantum control Dedicated to the occasion of Prof. Ian Petersen’s 60th birthday, Springer Nature, http://dx.doi.org/10.1007/s11768-017-6200-4

Preprints

Liu Y-H; Zeng Y; Tan Q-S; Dong D; Nori F; Liao J-Q, 2024, Optimal control of linear Gaussian quantum systems via quantum learning control, , http://dx.doi.org/10.48550/arxiv.2406.05597

Liu Y; Dong D; Petersen IR; Yonezaw H, 2023, Fault-tolerant $H^\infty$ control for optical parametric oscillators with pumping fluctuations, , http://dx.doi.org/10.48550/arxiv.2307.14583

Liu Y; Dong D; Kuang S; Petersen IR; Yonezawa H, 2023, Two-step feedback preparation of entanglement for qubit systems with time delay, , http://dx.doi.org/10.48550/arxiv.2307.14599

Bao L; Qi B; Nori F; Dong D, 2023, Exponential sensitivity revival of noisy non-Hermitian quantum sensing with two-photon drives, , http://dx.doi.org/10.48550/arxiv.2303.16575

Shindi O; Yu Q; Girdhar P; Dong D, 2023, Model-free Quantum Gate Design and Calibration using Deep Reinforcement Learning, , http://dx.doi.org/10.48550/arxiv.2302.02371

Fan L-B; Shu C-C; Dong D; He J; Henriksen NE; Nori F, 2022, Quantum Coherent Control of a Single Molecular-Polariton Rotation, , http://dx.doi.org/10.48550/arxiv.2212.11649

Jiang C; Pan Y; Wu Z-G; Gao Q; Dong D, 2022, Robust optimization for quantum reinforcement learning control using partial observations, , http://dx.doi.org/10.48550/arxiv.2206.14420

Wang Z; Chen C; Dong D, 2022, A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning, , http://dx.doi.org/10.48550/arxiv.2205.10787

Xie D; Wang Z; Chen C; Dong D, 2022, Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation, , http://dx.doi.org/10.48550/arxiv.2203.02896

Dong D; Petersen IR, 2022, Quantum estimation, control and learning: opportunities and challenges, , http://dx.doi.org/10.48550/arxiv.2201.05835

Ma H; Dong D; Petersen IR; Huang C-J; Xiang G-Y, 2021, On how neural networks enhance quantum state tomography with constrained measurements, , http://dx.doi.org/10.48550/arxiv.2111.09504

Li Y; Aghvami AH; Dong D, 2021, Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay, , http://dx.doi.org/10.48550/arxiv.2108.13184

Chen Y; Pan Y; Dong D, 2021, Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear Correlations, , http://dx.doi.org/10.48550/arxiv.2108.08659

Bao L; Qi B; Dong D; Nori F, 2021, Fundamental limits for reciprocal and non-reciprocal non-Hermitian quantum sensing, , http://dx.doi.org/10.48550/arxiv.2104.10822

Dong D, 2021, Learning Control of Quantum Systems, , http://dx.doi.org/10.48550/arxiv.2101.07461

Ma H; Dong D; Ding SX; Chen C, 2020, Curriculum-based Deep Reinforcement Learning for Quantum Control, , http://dx.doi.org/10.48550/arxiv.2012.15427

Wang Z; Chen C; Dong D, 2020, Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments, , http://dx.doi.org/10.48550/arxiv.2010.04605

Chen Y; Pan Y; Dong D, 2020, Quantum Language Model with Entanglement Embedding for Question Answering, , http://dx.doi.org/10.48550/arxiv.2008.09943

Wang Z; Chen C; Dong D, 2020, Lifelong Incremental Reinforcement Learning with Online Bayesian Inference, , http://dx.doi.org/10.48550/arxiv.2007.14196

Li Y; Aghvami AH; Dong D, 2020, Intelligent Trajectory Planning in UAV-mounted Wireless Networks: A Quantum-Inspired Reinforcement Learning Perspective, , http://dx.doi.org/10.48550/arxiv.2007.13418

Dong D; Shu C-C; Chen J; Xing X; Ma H; Guo Y; Rabitz H, 2020, Learning control of quantum systems using frequency-domain optimization algorithms, , http://dx.doi.org/10.48550/arxiv.2005.13080

Ma H; Huang C-J; Chen C; Dong D; Wang Y; Wu R-B; Xiang G-Y, 2020, On compression rate of quantum autoencoders: Control design, numerical and experimental realization, , http://dx.doi.org/10.48550/arxiv.2005.11149

Yu Q; Wang Y; Dong D; Petersen IR; Xiang G-Y, 2020, Generation of accessible sets in the dynamical modelling of quantum network systems, , http://dx.doi.org/10.48550/arxiv.2004.14663

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