Chunlin Chen

CoRR, July, 2025

Discretizing Continuous Action Space With Unimodal Probability Distributions for On-Policy Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2025

Tomography of Quantum States From Structured Measurements via Quantum-Aware Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., June, 2025

Mixture-of-Experts Meets In-Context Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, June, 2025

Scalable In-Context Q-Learning.

[BibT_eX]

[DOI]

CoRR, June, 2025

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

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2025

Learning Diverse Natural Behaviors for Enhancing the Agility of Quadrupedal Robots.

[BibT_eX]

[DOI]

CoRR, May, 2025

Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision.

[BibT_eX]

[DOI]

CoRR, April, 2025

Label Distribution Guided Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, January, 2025

A Data-Driven Reinforcement Learning Enabled Battery Fast Charging Optimization Using Real-World Experimental Data.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., January, 2025

Quantum-Inspired Reinforcement Learning for Quantum Control.

[BibT_eX]

[DOI]

Haixu Yu

Xudong Zhao

IEEE Trans. Control. Syst. Technol., January, 2025

Fast Disentangled Slim Tensor Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2025

Multi-View Clustering With Incremental Instances and Views.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

Multi-relational multi-view clustering and its applications in cancer subtype identification.

[BibT_eX]

[DOI]

Inf. Fusion, 2025

Charging Scheduling Optimization of Electric Buses Considering Battery Degradation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning via Incorporating Generalized Human Expertise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Imitation Learning with Process Adversarial Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Constrained Policy Optimization with Approximately Monotonically Increasing Rewards.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

High-order Interactions Modeling for Interpretable Multi-Agent Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

DEAL: Diffusion Evolution Adversarial Learning for Sim-to-Real Transfer.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Online Cross-Modal Hashing with Multi-Level Memory.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Semi-supervised Multi-view Clustering with Active Constraints.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

A Probabilistic Scheme for Lifetime Prognostics of Lithium-Ion Batteries Using Stochastic Modeling and Approximated Monte-Carlo Filter.

[BibT_eX]

[DOI]

Proceedings of the 2025 International Conference on Networking, 2025

PN-GAIL: Leveraging Non-optimal Information from Imperfect Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Fast Incomplete Multi-view Clustering with Adaptive Similarity Completion and Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Joint Projection Learning and Tensor Decomposition-Based Incomplete Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2024

Efficient Bayesian Policy Reuse With a Scalable Observation Model in Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Hamiltonian Identification via Quantum Ensemble Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2024

Hierarchical Multicontact Motion Planning of Hexapod Robots With Incremental Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., August, 2024

Low-Rank Tensor Regularized Views Recovery for Incomplete Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Depthwise Convolution for Multi-Agent Communication With Enhanced Mean-Field Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Incremental Reinforcement Learning via Performance Evaluation and Policy Perturbation.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., May, 2024

Balancing Awareness Fast Charging Control for Lithium-Ion Battery Pack Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., April, 2024

Learning latent disentangled embeddings and graphs for multi-view clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Multi-level graph regularized robust multi-modal feature selection for Alzheimer's disease classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Self-paced semi-supervised feature selection with application to multi-modal Alzheimer's disease classification.

[BibT_eX]

[DOI]

Inf. Fusion, 2024

Dynamic Capacitated Vehicle Routing Problem with Stochastic Requests Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Quantum Robust Control for Time-Varying Noises Based on Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Transparent Projection Networks for Interpretable Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Continual Multi-View Clustering with Consistent Anchor Guidance.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multi-agent Reinforcement Learning with Hybrid Action Space for Free Gait Motion Planning of Hexapod Robots.

[BibT_eX]

[DOI]

Proceedings of the Conference on Robot Learning, 6-9 November 2024, Munich, Germany., 2024

Learning Cluster-Wise Anchors for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments.

[BibT_eX]

[DOI]

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

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

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

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

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

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

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

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

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

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

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

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 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

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

2015

Sampling-Based Learning Control for Quantum Systems With Uncertainties.

[BibT_eX]

[DOI]

Mohamed Abdalla Mabrok

IEEE Trans. Control. Syst. Technol., 2015

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

[BibT_eX]

[DOI]

CoRR, 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

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

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

[BibT_eX]

[DOI]

Mohamed Abdalla Mabrok

Ian R. Petersen

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

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

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

2005

Quantum Reinforcement Learning.

[BibT_eX]

[DOI]