Daoyi Dong

Orcid: 0000-0002-7425-3559

According to our database1, Daoyi Dong authored at least 172 papers between 2005 and 2024.

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Bibliography

2024
Efficient Bayesian Policy Reuse With a Scalable Observation Model in Deep Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Neural networks for quantum state tomography with constrained measurements.
Quantum Inf. Process., September, 2024

Hamiltonian Identification via Quantum Ensemble Classification.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Depthwise Convolution for Multi-Agent Communication With Enhanced Mean-Field Approximation.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Quantum Bandit With Amplitude Amplification Exploration in an Adversarial Environment.
IEEE Trans. Knowl. Data Eng., January, 2024

Model-Free Quantum Gate Design and Calibration Using Deep Reinforcement Learning.
IEEE Trans. Artif. Intell., January, 2024

Measurement-based Fast Quantum State Stabilization with Deep Reinforcement Learning.
CoRR, 2024

Adaptive BESS and Grid Setpoints Optimization: A Model-Free Framework for Efficient Battery Management under Dynamic Tariff Pricing.
CoRR, 2024

Online Planning of Power Flows for Power Systems Against Bushfires Using Spatial Context.
CoRR, 2024

Arbitrary State Transition of Open Qubit System Based on Switching Control.
CoRR, 2024

A two-stage solution to quantum process tomography: error analysis and optimal design.
CoRR, 2024

Stabilizing preparation of quantum Gaussian states via continuous measurement.
Autom., 2024

EGGen: Image Generation with Multi-entity Prior Learning through Entity Guidance.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Energy Management in Community Microgrid - A Techno-economic Study Framework.
Proceedings of the Australian & New Zealand Control Conference, 2024

2023
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning.
IEEE Trans. Cybern., December, 2023

Curriculum-Based Deep Reinforcement Learning for Quantum Control.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Coherent robust H∞ control of uncertain linear quantum systems with direct and indirect couplings.
J. Frankl. Inst., November, 2023

Two-step robust control design of quantum gates via differential evolution.
J. Frankl. Inst., November, 2023

Residual Tensor Train: A Quantum-Inspired Approach for Learning Multiple Multilinear Correlations.
IEEE Trans. Artif. Intell., October, 2023

On the regularization and optimization in quantum detector tomography.
Autom., September, 2023

Demand response management of smart grid based on Stackelberg-evolutionary joint game.
Sci. China Inf. Sci., August, 2023

Quantum Language Model With Entanglement Embedding for Question Answering.
IEEE Trans. Cybern., June, 2023

Adaptive Regulation of Block-Oriented Nonlinear Systems Using Binary Sensors With Applications to Automotive Engine Control.
IEEE Trans. Autom. Control., March, 2023

Learning Informative Latent Representation for Quantum State Tomography.
CoRR, 2023

Fault-tolerant H<sup>∞</sup> control for optical parametric oscillators with pumping fluctuations.
CoRR, 2023

Attention-Based Transformer Networks for Quantum State Tomography.
CoRR, 2023

Auxiliary Task-based Deep Reinforcement Learning for Quantum Control.
CoRR, 2023

On compression rate of quantum autoencoders: Control design, numerical and experimental realization.
Autom., 2023

Guided Reward Design in Continuous Reinforcement Learning for Quantum Control.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Two-Stage Solution for Ancilla-Assisted Quantum Process Tomography: Error Analysis and Optimal Design.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Estimation of Quantum Channels Using Neural Networks.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Path Planning for Cellular-Connected UAV: A DRL Solution With Quantum-Inspired Experience Replay.
IEEE Trans. Wirel. Commun., 2022

Lifelong Incremental Reinforcement Learning With Online Bayesian Inference.
IEEE Trans. Neural Networks Learn. Syst., 2022

Hybrid Filtering for a Class of Nonlinear Quantum Systems Subject to Classical Stochastic Disturbances.
IEEE Trans. Cybern., 2022

Deep Reinforcement Learning With Quantum-Inspired Experience Replay.
IEEE Trans. Cybern., 2022

Generation of Accessible Sets in the Dynamical Modeling of Quantum Network Systems.
IEEE Trans. Control. Netw. Syst., 2022

Fault-Tolerant Coherent $H^\infty$ Control for Linear Quantum Systems.
IEEE Trans. Autom. Control., 2022

Robust optimization for quantum reinforcement learning control using partial observations.
CoRR, 2022

Multi-channel quantum parameter estimation.
Sci. China Inf. Sci., 2022

Online routing for smart electricity network under hybrid uncertainty.
Autom., 2022

Optimal and two-step adaptive quantum detector tomography.
Autom., 2022

Guaranteed cost coherent control for quantum systems with non-quadratic perturbations in the system Hamiltonian.
Autom., 2022

Fault-tolerant H∞ control for optical parametric oscillators with pumping fluctuations.
Autom., 2022

Special section on estimation and control of quantum systems.
Annu. Rev. Control., 2022

Quantum estimation, control and learning: Opportunities and challenges.
Annu. Rev. Control., 2022

A Hybrid Decoupled Method For Tertiary Voltage Control of Active Distribution Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Learning Control with Evolution Strategy for Inhomogeneous Open Quantum Ensembles.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Modified Deep Q-Learning Algorithm for Optimal and Robust Quantum Gate Design of a Single Qubit System<sup>*</sup>.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Two-stage solution of quantum process tomography in the natural basis.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Deep Reinforcement Learning for Control Design of Quantum Gates.
Proceedings of the 13th Asian Control Conference, 2022

2021
Intelligent Trajectory Planning in UAV-Mounted Wireless Networks: A Quantum-Inspired Reinforcement Learning Perspective.
IEEE Wirel. Commun. Lett., 2021

Two-Stage Estimation for Quantum Detector Tomography: Error Analysis, Numerical and Experimental Results.
IEEE Trans. Inf. Theory, 2021

Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault Detector.
IEEE Trans. Cybern., 2021

Quantum Hamiltonian Identification With Classical Colored Measurement Noise.
IEEE Trans. Control. Syst. Technol., 2021

Learning Control of Quantum Systems Using Frequency-Domain Optimization Algorithms.
IEEE Trans. Control. Syst. Technol., 2021

Coherent $H^{\infty}$ Control for Linear Quantum Systems With Uncertainties in the Interaction Hamiltonian.
IEEE CAA J. Autom. Sinica, 2021

A comparative study on how neural networks enhance quantum state tomography.
CoRR, 2021

Simultaneous estimation of parameters and the state of an optical parametric oscillator system.
CoRR, 2021

Residual Tensor Train: a Flexible and Efficient Approach for Learning Multiple Multilinear Correlations.
CoRR, 2021

Rule-Based Reinforcement Learning for Efficient Robot Navigation with Space Reduction.
CoRR, 2021

Learning Control of Quantum Systems.
CoRR, 2021

On the capability of a class of quantum sensors.
Autom., 2021

Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks.
Autom., 2021

Two-step feedback preparation of entanglement for qubit systems with time delay.
Autom., 2021

Finite-time stabilization control of quantum systems.
Autom., 2021

A Modified Deep Q-Learning Algorithm for Control of Two-qubit Systems.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Optimal quantum detector tomography via linear regression estimation.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

On how neural networks enhance quantum state tomography with limited resources.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments.
IEEE Trans. Cybern., 2020

Quantum Hamiltonian Identifiability via a Similarity Transformation Approach and Beyond.
IEEE Trans. Autom. Control., 2020

Design of a Quantum Projection Filter.
IEEE Trans. Autom. Control., 2020

Stable Consensus Decision Making for Spatially Distributed Multiagent Systems with Multiple Leaders.
SIAM J. Control. Optim., 2020

Static and dynamic coherent robust control for a class of uncertain quantum systems.
Syst. Control. Lett., 2020

Derivative-free global minimization for a class of multiple minima problems.
CoRR, 2020

Generation of accessible sets in the dynamical modelling of quantum network systems.
CoRR, 2020

Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems.
CoRR, 2020

Design of a Linear Quantum Projection Filter.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Voltage-Violation Mitigation in Power System Networks With Photo-Voltaic Penetration.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

PSO-assisted Lyapunov control design for quantum systems.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Adaptive Quantum Process Tomography via Linear Regression Estimation.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

IEDQN: Information Exchange DQN with a Centralized Coordinator for Traffic Signal Control.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Modified Q-Learning Algorithm for Control of Two-Qubit Systems.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

2019
Filtering for a Class of Quantum Systems With Classical Stochastic Disturbances.
IEEE Trans. Control. Syst. Technol., 2019

Lyapunov Control of Quantum Systems Based on Energy-Level Connectivity Graphs.
IEEE Trans. Control. Syst. Technol., 2019

Modeling and Control of Quantum Measurement-Induced Backaction in Double Quantum Dots.
IEEE Trans. Control. Syst. Technol., 2019

Filter-Based Feedback Control for a Class of Markovian Open Quantum Systems.
IEEE Control. Syst. Lett., 2019

Subspace Stabilization Analysis for Non-Markovian Open Quantum Systems.
CoRR, 2019

Quantum gate identification: Error analysis, numerical results and optical experiment.
Autom., 2019

Generation of accessible sets for a class of quantum spin networks.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Ultrafast-pulse generation using inhomogeneous laser fields and performance analysis.
Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

Tomography of binary quantum detectors.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Feedback preparation of Bell states for two-qubit systems with time delay.
Proceedings of the 2019 American Control Conference, 2019

2018
Self-Paced Prioritized Curriculum Learning With Coverage Penalty in Deep Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Adaptive Target Scheme for Learning Control of Quantum Systems.
IEEE Trans. Control. Syst. Technol., 2018

A Quantum Hamiltonian Identification Algorithm: Computational Complexity and Error Analysis.
IEEE Trans. Autom. Control., 2018

Quantum Filtering for a Qubit System Subject to Classical Disturbances.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Stability of a Class of Linear Quantum Feedback Systems with Time Delays.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017
Lower Bounds on the Proportion of Leaders Needed for Expected Consensus of 3-D Flocks.
IEEE Trans. Neural Networks Learn. Syst., 2017

Quantum Ensemble Classification: A Sampling-Based Learning Control Approach.
IEEE Trans. Neural Networks Learn. Syst., 2017

Robust Learning Control Design for Quantum Unitary Transformations.
IEEE Trans. Cybern., 2017

Performance Analysis and Coherent Guaranteed Cost Control for Uncertain Quantum Systems Using Small Gain and Popov Methods.
IEEE Trans. Autom. Control., 2017

Fault-Tolerant Control of Linear Quantum Stochastic Systems.
IEEE Trans. Autom. Control., 2017

Dark Modes of Quantum Linear Systems.
IEEE Trans. Autom. Control., 2017

Achieving robust and high-fidelity quantum control via spectral phase optimization.
CoRR, 2017

Hybrid Filtering for a Class of Quantum Systems with Classical Disturbances.
CoRR, 2017

Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments.
CoRR, 2017

Coherent robust H<sup>∞</sup> control of linear quantum systems with uncertainties in the Hamiltonian and coupling operators.
Autom., 2017

Distributed sampled-data control of nonholonomic multi-robot systems with proximity networks.
Autom., 2017

Rapid Lyapunov control of finite-dimensional quantum systems.
Autom., 2017

Rapid control of two-qubit systems based on measurement feedback.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

An approximate quantum Hamiltonian identification algorithm using a Taylor expansion of the matrix exponential function.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Efficient identification of unitary quantum processes.
Proceedings of the 2017 Australian and New Zealand Control Conference (ANZCC), 2017

Several recent developments in estimation and robust control of quantum systems.
Proceedings of the 2017 Australian and New Zealand Control Conference (ANZCC), 2017

2016
Synchronization of a Group of Mobile Agents With Variable Speeds Over Proximity Nets.
IEEE Trans. Cybern., 2016

Reaching a Quantum Consensus: Master Equations That Generate Symmetrization and Synchronization.
IEEE Trans. Autom. Control., 2016

Fault tolerant quantum filtering and fault detection for quantum systems.
Autom., 2016

Learning control of population transfer between subspaces of quantum systems using an adaptive target scheme.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

An iterative algorithm for Hamiltonian identification of quantum systems.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Learning control for maximizing the purity at a fixed time in an open quantum system.
Proceedings of the Australian Control Conference, AuCC 2016, Newcastle, 2016

A direct method for analysis and synthesis of a decoherence-free mode in quantum linear systems.
Proceedings of the 2016 American Control Conference, 2016

2015
Universal Fuzzy Models and Universal Fuzzy Controllers for Discrete-Time Nonlinear Systems.
IEEE Trans. Cybern., 2015

Sampling-Based Learning Control for Quantum Systems With Uncertainties.
IEEE Trans. Control. Syst. Technol., 2015

Coherent Robust H-Infinity Control of Uncertain Linear Quantum Stochastic Systems.
CoRR, 2015

Guaranteed Cost Dynamic Coherent Control for Uncertain Linear Quantum Systems.
CoRR, 2015

Robust Quantum Operation for Two-Level Systems Using Sampling-Based Learning Control.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Differential Evolution with Equally-Mixed Strategies for Robust Control of Open Quantum Systems.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Learning control of charge transfer in molecular systems.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Coherent robust H∞ control of uncertain linear quantum stochastic systems.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Variable structure control of quantum systems.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Fault tolerant design of quantum filter for a class of open quantum systems with photon counting measurement.
Proceedings of the 2015 5th Australian Control Conference (AUCC), Gold Coast, 2015

Ensemble control of open quantum systems using differential evolution.
Proceedings of the 10th Asian Control Conference, 2015

Guaranteed cost dynamic coherent control for a class of uncertain linear quantum systems.
Proceedings of the 2015 IEEE Conference on Control Applications, 2015

2014
Fidelity-Based Probabilistic Q-Learning for Control of Quantum Systems.
IEEE Trans. Neural Networks Learn. Syst., 2014

Further results on sampled-data design for robust control of a single qubit.
Int. J. Control, 2014

Sampling-based learning control for quantum discrimination and ensemble classification.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Performance analysis and coherent guaranteed cost control for uncertain quantum systems.
Proceedings of the 13th European Control Conference, 2014

Robust entanglement control between two atoms in a cavity using sampling-based learning control.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

A Popov approach to performance analysis and coherent guaranteed cost control for uncertain quantum systems.
Proceedings of the 4th Australian Control Conference, AuCC 2014, Canberra, 2014

Approximate bang-bang Lyapunov control for closed quantum systems.
Proceedings of the 4th Australian Control Conference, AuCC 2014, Canberra, 2014

2013
Agent-Based Self-Adaptable Context-Aware Network Vulnerability Assessment.
IEEE Trans. Netw. Serv. Manag., 2013

Sampled-Data Design for Robust Control of a Single Qubit.
IEEE Trans. Autom. Control., 2013

Erratum to: An efficient scheme for multi-party quantum state sharing of an arbitrary multi-qubit state with one GHZ channel.
Quantum Inf. Process., 2013

An efficient scheme for multi-party quantum state sharing of an arbitrary multi-qubit state with one GHZ channel.
Quantum Inf. Process., 2013

Multi-party quantum state sharing via various probabilistic channels.
Quantum Inf. Process., 2013

Notes on Sampled-Data Design for Robust Control of a Single Qubit.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

Sampling-based learning control for quantum systems with hamiltonian uncertainties.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Sampling-based learning control of quantum systems with bounded inputs and uncertainties via path planning.
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013

2012
Control Design of Uncertain Quantum Systems With Fuzzy Estimators.
IEEE Trans. Fuzzy Syst., 2012

Multiple independent quantum states sharing under collaboration of agents in quantum networks.
Quantum Inf. Process., 2012

Notes on sliding mode control of two-level quantum systems.
Autom., 2012

Sliding mode control of two-level quantum systems.
Autom., 2012

Self-provisioning of network services with quantum-inspired reinforcement learning and adaptation.
Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

Quantum parallelization of hierarchical Q-learning for global navigation of mobile robots.
Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

Sampled-data design for robust decoherence control of a single qubit.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
Controllability of quantum systems with switching control.
Int. J. Control, 2011

Hybrid MDP based integrated hierarchical Q-learning.
Sci. China Inf. Sci., 2011

Sampled-data control of two-level quantum systems based on sliding mode design.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
Robust incoherent control of qubit systems via switching and optimisation.
Int. J. Control, 2010

Quantum-inspired reinforcement learning for decision-making of Markovian state transition.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

Sliding mode control of two-level quantum systems with bounded uncertainties.
Proceedings of the American Control Conference, 2010

2009
Quantum control theory and applications: A survey.
CoRR, 2009

Partial feedback control of quantum systems using probabilistic fuzzy estimator.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Quantum Intelligent Mobile System.
Proceedings of the Quantum Inspired Intelligent Systems, 2008

Incoherent Control of Quantum Systems With Wavefunction-Controllable Subspaces via Quantum Reinforcement Learning.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Quantum Reinforcement Learning.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Hybrid Control for Robot Navigation - A Hierarchical Q-Learning Algorithm.
IEEE Robotics Autom. Mag., 2008

A Quantum-inspired Q-learning Algorithm for Indoor Robot Navigation.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

2006
Quantum robot: structure, algorithms and applications.
Robotica, 2006

Grey Reinforcement Learning for Incomplete Information Processing.
Proceedings of the Theory and Applications of Models of Computation, 2006

2005
Quantum Reinforcement Learning.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

An Autonomous Mobile Robot Based on Quantum Algorithm.
Proceedings of the Computational Intelligence and Security, International Conference, 2005


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