Chunlin Chen

IEEE Trans. Neural Networks Learn. Syst., December, 2023

A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., December, 2023

Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, December, 2023

Clinical application of a fixed reference line in the ultrasound quantitative diagnosis of female pelvic organ prolapse.

[BibT_eX]

[DOI]

BMC Medical Imaging, December, 2023

Curriculum-Based Deep Reinforcement Learning for Quantum Control.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2023

Hierarchical Free Gait Motion Planning for Hexapod Robots Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, November, 2023

Two-step robust control design of quantum gates via differential evolution.

[BibT_eX]

[DOI]

J. Frankl. Inst., November, 2023

Sparse spatial transformers for few-shot learning.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., November, 2023

An Energy Efficient On-Off Keying Transmitted Reference Pulse Cluster System for UWB Communications.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., August, 2023

Extracting Decision Tree From Trained Deep Reinforcement Learning in Traffic Signal Control.

[BibT_eX]

[DOI]

Yuanyang Zhu

Xiao Yin

IEEE Trans. Comput. Soc. Syst., August, 2023

Rolling horizon wind-thermal unit commitment optimization based on deep reinforcement learning.

[BibT_eX]

[DOI]

Appl. Intell., August, 2023

A robust mixed error coding method based on nonconvex sparse representation.

[BibT_eX]

[DOI]

Inf. Sci., July, 2023

Weakly-Supervised Enhanced Semantic-Aware Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

Multi-Level Cascade Sparse Representation Learning for Small Data Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., May, 2023

Continual portfolio selection in dynamic environments via incremental reinforcement learning.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., January, 2023

Adaptive Marginalized Semantic Hashing for Unpaired Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Adaptive Label Correlation Based Asymmetric Discrete Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Global Sensitivity Analysis for Impedance Spectrum Identification of Lithium-Ion Batteries Using Time-Domain Response.

[BibT_eX]

[DOI]

Jingwen Wei

Guangzhong Dong

IEEE Trans. Ind. Electron., 2023

Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Attention-Based Transformer Networks for Quantum State Tomography.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Autom., 2023

Ess-InfoGAIL: Semi-supervised Imitation Learning from Imbalanced Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Robust Spectral Embedding Completion Based Incomplete Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

NA<sup>2</sup>Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning.

[BibT_eX]

[DOI]

Zichuan Liu

Yuanyang Zhu

Proceedings of the International Conference on Machine Learning, 2023

Model-Aware Contrastive Learning: Towards Escaping the Dilemmas.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Research on Speedup Ratio Based on Reduction and Critical.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Advances in Artificial Intelligence and Applications, 2023

Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Perspective-Corrected Spatial Referring Expression Generation for Human-Robot Interaction.

[BibT_eX]

[DOI]

Mingjiang Liu

Chengli Xiao

IEEE Trans. Syst. Man Cybern. Syst., 2022

Locality-Constrained Discriminative Matrix Regression for Robust Face Identification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Lifelong Incremental Reinforcement Learning With Online Bayesian Inference.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Reinforcement Learning With Quantum-Inspired Experience Replay.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Shaping Visual Representations With Attributes for Few-Shot Recognition.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Sparse attention block: Aggregating contextual information for object detection.

[BibT_eX]

[DOI]

Jun Yu

Qiang Ling

Pattern Recognit., 2022

Enhanced Group Sparse Regularized Nonconvex Regression for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees.

[BibT_eX]

[DOI]

CoRR, 2022

Model-Aware Contrastive Learning: Towards Escaping Uniformity-Tolerance Dilemma in Training.

[BibT_eX]

[DOI]

CoRR, 2022

A YOLOv3-based computer vision system for identification of tea buds and the picking point.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2022

Task Decoupling in Preference-based Reinforcement Learning for Personalized Human-Robot Interaction.

[BibT_eX]

[DOI]

Mingjiang Liu

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

HRL2E: Hierarchical Reinforcement Learning with Low-level Ensemble.

[BibT_eX]

[DOI]

You Qin

Proceedings of the International Joint Conference on Neural Networks, 2022

Fast Probabilistic Policy Reuse via Reward Function Fitting.

[BibT_eX]

[DOI]

Jinmei Liu

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Scale Adaptive Task Attention Network for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Multi-level Metric Learning for Few-Shot Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Deep Reinforcement Learning for Control Design of Quantum Gates.

[BibT_eX]

[DOI]

Shouliang Hu

Proceedings of the 13th Asian Control Conference, 2022

2021

Pairwise Relations Oriented Discriminative Regression.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Nonnegative representation based discriminant projection for face recognition.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2021

Shaping Visual Representations with Attributes for Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification.

[BibT_eX]

[DOI]

CoRR, 2021

A Guided Differential Evolution Algorithm for Control Design of Quantum Gates.

[BibT_eX]

[DOI]

Shouliang Hu

Hailan Ma

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Local Mutual Metric Network for Few-Shot Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod Robots.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Reducing Differences Between Real and Realistic Samples to Improve GANs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Health-aware Fast-charging Control of Lithium-Ion Battery Based on Reinforcement Learning.

[BibT_eX]

[DOI]

Yikun Yang

Jingwen Wei

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Precise Coordinated Localization for Swarm Robots via Multidimensional Scaling and Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

An automatic fiber coupling system utilizing a modified evolutionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Dependable, 2021

2020

Incremental Reinforcement Learning in Continuous Spaces via Policy Relaxation and Importance Weighting.

[BibT_eX]

[DOI]

Han-Xiong Li

IEEE Trans. Neural Networks Learn. Syst., 2020

Reinforcement Learning-Based Optimal Sensor Placement for Spatiotemporal Modeling.

[BibT_eX]

[DOI]

Han-Xiong Li

IEEE Trans. Cybern., 2020

Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

基于深度强化学习的交通信号控制方法 (Traffic Signal Control Method Based on Deep Reinforcement Learning).

[BibT_eX]

[DOI]

计算机科学, 2020

Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Several developments in learning control of quantum systems.

[BibT_eX]

[DOI]

Hailan Ma

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.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multi-resolution Cascaded Network with Depth-similar Residual Module for Real-time Semantic Segmentation on RGB-D Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

A Coordinated Multiagent Reinforcement Learning Method Using Chicken Game.

[BibT_eX]

[DOI]

Zihui Wang

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

Preference Modeling of Spatial Description in Human-Robot Interaction.

[BibT_eX]

[DOI]

Qiong Shi

Pei Yang

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

Density Evaluation based on Convolutional Networks in Rape Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

Path Planning with Autonomous Obstacle Avoidance Using Reinforcement Learning for Six-axis Arms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

State of Charge and Health Estimation For Lithium-Ion Batteries Using Recursive Least Squares.

[BibT_eX]

[DOI]

Jingwen Wei

Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

2019

Adaptive Convolution for Object Detection.

[BibT_eX]

[DOI]

Qiang Ling

IEEE Trans. Multim., 2019

Univariate time series classification using information geometry.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Ultrafast-pulse generation using inhomogeneous laser fields and performance analysis.

[BibT_eX]

[DOI]

Yang Xiang

Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

2018

Empirical Distribution of Nearest-Transmitter Distance in Wireless Networks Modeled by Matérn Hard Core Point Processes.

[BibT_eX]

[DOI]

Robert C. Elliott

Witold A. Krzymien

IEEE Trans. Veh. Technol., 2018

Self-Paced Prioritized Curriculum Learning With Coverage Penalty in Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

A Strong Designated Verifier Proxy Re-Signature Scheme for IoT Environments.

[BibT_eX]

[DOI]

Symmetry, 2018

Modeling of Cellular Networks Using Stationary and Nonstationary Point Processes.

[BibT_eX]

[DOI]

IEEE Access, 2018

Backward Mining Technology Research on Continuous Attacks in Wide Time Domain.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE SmartWorld, 2018

Knowledge Transfer between Multi-granularity Models for Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A novel hierarchical regression approach for human facial age estimation based on deep forest.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Networking, Sensing and Control, 2018

Model Predictive Trajectory Tracking Control of Automated Guided Vehicle in Complex Environments.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Control and Automation, 2018

Identity-Based Blind Proxy Re-Signature Scheme for Data Security.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018

2017

Quantum Ensemble Classification: A Sampling-Based Learning Control Approach.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Multiagent Reinforcement Learning With Sparse Interactions by Negotiation and Knowledge Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Robust Learning Control Design for Quantum Unitary Transformations.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Obstacle avoidance of hexapod robots using fuzzy Q-learning.

[BibT_eX]

[DOI]

Jun Hong

Kaiqiang Tang

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A novel DDPG method with prioritized experience replay.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016

Ultra-Wideband-Based Localization for Quadcopter Navigation.

[BibT_eX]

[DOI]

Kexin Guo

Zhirong Qiu

Cunxiao Miao

Abdul Hanif Bin Zaini

Wei Meng

Lihua Xie

Unmanned Syst., 2016

Path planning for multi-robot systems using PSO and Critical Path Schedule Method.

[BibT_eX]

[DOI]

Songyang Han

Xianzhong Zhou

Proceedings of the 13th IEEE International Conference on Networking, Sensing, and Control, 2016

2015

RCSoS: An IEC 61508 Compatible Server Model for Reliable Communication.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2015

Sampling-Based Learning Control for Quantum Systems With Uncertainties.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2015

Multi-agent Reinforcement Learning with Sparse Interactions by Negotiation and Knowledge Transfer.

[BibT_eX]

[DOI]

CoRR, 2015

Improving RNA-Seq expression estimation by modeling isoform- and exon-specific read sequencing rate.

[BibT_eX]

[DOI]

BMC Bioinform., 2015

Robust Quantum Operation for Two-Level Systems Using Sampling-Based Learning Control.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

A Selective Harmonic Optimization Method for STATCOM in Steady State Based on the Sliding DFT.

[BibT_eX]

[DOI]

Dachuan Tian

Zhangqing Zhu

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Differential Evolution with Equally-Mixed Strategies for Robust Control of Open Quantum Systems.

[BibT_eX]

[DOI]

Hailan Ma

Proceedings of the 2015 IEEE International Conference on Systems, 2015

The Design and Implementation of an Automatic Burdening System Based on Proview.

[BibT_eX]

[DOI]

Proceedings of the Twelfth IEEE International Symposium on Autonomous Decentralized Systems, 2015

Ensemble control of open quantum systems using differential evolution.

[BibT_eX]

[DOI]

Proceedings of the 10th Asian Control Conference, 2015

2014

Fidelity-Based Probabilistic Q-Learning for Control of Quantum Systems.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

Coordinated standoff tracking of moving targets using differential geometry.

[BibT_eX]

[DOI]

J. Zhejiang Univ. Sci. C, 2014

Further results on sampled-data design for robust control of a single qubit.

[BibT_eX]

[DOI]

Yuanlong Wang

Int. J. Control, 2014

Sampling-based learning control for quantum discrimination and ensemble classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Formation control for uncertain multiple Euler-Lagrange systems with dynamic surface control and interval type-2 neuro-fuzzy networks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Control & Automation, 2014

Robust entanglement control between two atoms in a cavity using sampling-based learning control.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Notes on Sampled-Data Design for Robust Control of a Single Qubit.

[BibT_eX]

[DOI]

Yuanlong Wang

Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

Sampling-based learning control for quantum systems with hamiltonian uncertainties.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013

Downlink coverage analysis of n-tier heterogeneous cellular networks based on clustered stochastic geometry.

[BibT_eX]

[DOI]

Robert C. Elliott

Witold A. Krzymien

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Fuzzy Sliding-Mode Formation Control for Multirobot Systems: Design and Implementation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

Probabilistic Fuzzy System for Uncertain Localization and Map Building of Mobile Robots.

[BibT_eX]

[DOI]

Shuo Chen

IEEE Trans. Instrum. Meas., 2012

Control Design of Uncertain Quantum Systems With Fuzzy Estimators.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2012

Dynamics of genetic regulatory networks with delays.

[BibT_eX]

[DOI]

Hai Ling

Zhangqing Zhu

Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

Quantum parallelization of hierarchical Q-learning for global navigation of mobile robots.

[BibT_eX]

[DOI]

Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

2011

Hybrid MDP based integrated hierarchical Q-learning.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2011

2010

Quantum-inspired reinforcement learning for decision-making of Markovian state transition.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

Formation control of multi-robot systems.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Control, 2010

2009

Scheduling Active Services in Clustered JBI Environment.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009

Partial feedback control of quantum systems using probabilistic fuzzy estimator.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008

Quantum Intelligent Mobile System.

[BibT_eX]

[DOI]

Proceedings of the Quantum Inspired Intelligent Systems, 2008

Incoherent Control of Quantum Systems With Wavefunction-Controllable Subspaces via Quantum Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2008

Quantum Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2008

Hybrid Control for Robot Navigation - A Hierarchical Q-Learning Algorithm.

[BibT_eX]

[DOI]

Han-Xiong Li

IEEE Robotics Autom. Mag., 2008

A Quantum-inspired Q-learning Algorithm for Indoor Robot Navigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

2006

Quantum robot: structure, algorithms and applications.

[BibT_eX]

[DOI]

Robotica, 2006

Grey Reinforcement Learning for Incomplete Information Processing.

[BibT_eX]

[DOI]

Zonghai Chen

Proceedings of the Theory and Applications of Models of Computation, 2006

2005

Quantum Reinforcement Learning.

[BibT_eX]

[DOI]