1. DOI
陈祝丹,李大字,刘军,高科 Application of Gaussian processes and transfer learning to prediction and analysis of polymer properties[J]，Computational Materials Science，2023
[+][-]2023年之前
2. DOI
田佳唯,李大字 Smooth Path Planning of 6-DOF Robot Based on Reinforcement Learning[C]，Proceedings of 2022 4th International Conference on Control and Robotics，2022
3. DOI
陈祝丹,李大字,刘军,高科 基于高斯过程回归的橡胶玻璃化温度的预测研究[J]，橡胶工业，2022
4. DOI
宋莉,李大字,Xu, Xin Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient[J]，Knowledge-Based Systems，2022
5. DOI
Song, Li,李大字,Wang, Xiao,Xu, Xin AdaBoost maximum entropy deep inverse reinforcement learning with truncated gradient[J]，Information Sciences，2022
6. DOI
宋天恒,李大字,徐昕 Online Sparse Temporal Difference Learning based on Nested Optimization and Regularized Dual Averaging[J]，IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS，2022
7. DOI
刘会平,陈郇,李大字 柴油加氢改质装置反冲洗过程优化控制[J]，石油化工自动化，2022
8. DOI
李大字,刘健洵,张至宇,闫铭杰,Dong, Yining,刘军 Fractional calculus & machine learning methods based rubber stress-strain relationship prediction[J]，Molecular Simulation，2022
9. DOI
李大字,董才波 Double-net DDPG with the Optimal Action Selection Mechanism[C]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022
10. DOI
王亚东,田永林,李国强,王坤峰,李大字 基于卷积神经网络的三维目标检测研究综述[J]，模式识别与人工智能，2021
11. DOI
刘会平,李大字 基于KPCA-LSTM模型的石化生产过程故障诊断[J]，石油化工自动化，2021
12. DOI
李大字,于雯婕,王坤峰,江道忠,靳其兵 Speckle Noise Removal based on Structural Convolutional Neural Networks with feature fusion for medical image[J]，Signal Processing: Image Communication，2021
13. DOI
Liu, Jiahang,Huang, Zhenhua,Xu, Xin,Zhang, Xinglong,Sun, Shiliang,李大字 Multi-Kernel Online Reinforcement Learning for Path Tracking Control of Intelligent Vehicles[J]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2021
14. DOI
宿翀,李大字,李宏光 科研成果下沉化工自动化专业高年级本科生的课程改革思路与实施[J]，广东化工，2021
15. DOI
宋天恒,李大字,杨卫民,平泽宏太郎 Recursive Least-Squares Temporal Difference With Gradient Correction[J]，IEEE TRANSACTIONS ON CYBERNETICS，2021
16. DOI
李大字,李国强,张建青 双容水箱液位自抗扰控制系统稳定性分析及实验教学设计[J]，实验技术与管理，2021
17. DOI
李大字,于雯婕 A lightweight and effective deep learning model for Gaussian noise removal[C]，Chinese Control Conference, CCC，2021
18. DOI
吴群群,陈郇,李大字 自抗扰控制技术在聚丙烯造粒装置风送系统中的设计与实现[J]，石油化工自动化，2021
19. DOI
李大字,杜江海 Maximum Entropy Inverse Reinforcement Learning Based on Behavior Cloning of Expert Examples[C]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021
20. DOI
李大字,朱富强 Model-based Ensemble Reinforcement Learning with Soft Proximal Policy Optimization[C]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021
21. DOI
李大字,刘健洵,刘军 NNI-SMOTE-XGBoost: A Novel Small Sample Analysis Method for Properties Prediction of Polymer Materials[J]，Macromolecular Theory and Simulations，2021
23. DOI
李论通,李大字,宋天恒,徐昕 Actor-Critic Learning Control with Regularization and Feature Selection in Policy Gradient Estimation[J]，IEEE Transactions on Neural Networks and Learning Systems，2021
24. DOI
李论通,李大字,宋天恒,Xu, Xin Actor-Critic Learning Control With Regularization and Feature Selection in Policy Gradient Estimation[J]，IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS，2021
25. DOI
陈郇,李大字 Study on Characteristic Model based Linear Active Disturbance Rejection Controller for a Class of Nonlinear Systems[C]，PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021)，2021
26. DOI
田鸿,李大字 Graph Convolutional Neural Networks with AM-Actor-Critic for Minimum Vertex Cover Problem[C]，PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021)，2021
27. DOI
Zhudan Chena,,李大字,Haixiao Wan,Minghui Liu,刘军 Unsupervised machine learning methods for polymer nanocomposites data via molecular dynamics simulation[J]，Molecular Simulation，2020
28. DOI
李大字,张雪嘉,马昕,靳其兵 A Novel Hybrid Fault Diagnosis Method Based on EWT-SA-PNN[C]，2020 IEEE 9th Data Driven Control and Learning Systems Conference，2020
29. DOI
宋天恒,李大字,靳其兵,Hirasawa, Kotaro Sparse Proximal Reinforcement Learning via Nested Optimization[J]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2020
30. DOI
Pang, Yu,Jia, Limin,张雪嘉,Liu, Zhan,李大字 Design and implementation of automatic fault diagnosis system for wind turbine[J]，COMPUTERS & ELECTRICAL ENGINEERING，2020
31. DOI
李大字,Jiang, Tonggang,靳其兵,张贝克 Adaptive Fractional Order Total Variation Image Denoising via the Alternating Direction Method of Multipliers[C]，Proceedings of the 32nd Chinese Control and Decision Conference, CCDC 2020，2020
32. DOI
李论通,李大字,宋天恒 Feature Selection in Deterministic Policy Gradient[J]，Journal of Engineering，2020
33. DOI
许家辉,李大字,马昕,张贝克,靳其兵 Study of an Adaptive Iterative Learning Control Based on Extended State Observer in Path Tracking of Double Joint Robot[C]，Chinese Control Conference, CCC，2020
34. DOI
李大字,闫明杰,Zhiwen Miao,方悦,刘军 LSTM Neural Network based Tensile Stress Prediction of Rubber Streching[C]，IEEE International Conference on Networking, Sensing and Control，2020
35. DOI
李大字,Wei, Liming,宋天恒,靳其兵 Study on Asymptotic Stability of Fractional Singular Systems with Time Delay[J]，INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS，2020
36. DOI
李大字,Chen, Xun,张建青,靳其兵 On Parameter Stability Region of LADRC for Time-Delay Analysis with a Coupled Tank Application[J]，PROCESSES，2020
37. DOI
李大字,马超,张建青,马昕,靳其兵 Orthogonal Matching Pursuit for Least Squares Temporal Difference with Gradient Correction[C]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2020
38. DOI
宋莉,李大字,Zhi Sun Research on Local Path Planning for the Mobile Robot Based on QL-anfis Algorithm[C]，2019 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2019)，2019
39. DOI
Yu Jia,周靖林,李大字 Performance assessment of control loops with non-Gaussian disturbance Based on Generalized Minimum Entropy[C]，1st International Conference on Industrial Artificial Intelligence (IAI 2019)，2019
40. DOI
王瑞琪,李大字,马昕,Beike Zhang FF-LSTM A Novel Modeling Method for pH Neutralization Process[C]，the 1st International Conference on Industrial Artificial Intelligence，2019
41. DOI
李大字,王江 A Robust adaptive method based on ESO for Trajectory Tracking of Robot Manipulator[C]，2019 IEEE 15th International Conference on Control and Automation，2019
42. DOI
王海,Sun Zhi,李大字,靳其兵 An Improved RRT Based 3-D Path Planning Algorithm for UAV[C]，Proceedings of the 31st Chinese Control and Decision Conference (CCDC 2019)，2019
43. DOI
李大字,陈祝丹,马昕,靳其兵 Feature extraction for controller design by deep auto-encoder neural network and least squares policy iteration[C]，Proceedings of 2019 IEEE 8th Data Driven Control and Learning Systems Conference, DDCLS 2019，2019
44. DOI
李大字,Zheng, Yu,宋天恒,靳其兵 An accelerated linear approximation method in deep actor-critic framework[C]，Proceedings of 2019 IEEE 8th Data Driven Control and Learning Systems Conference, DDCLS 2019，2019
45. DOI
李大字,He, Xingyu,宋天恒,靳其兵 Fractional Order IMC Controller Design for Two-input-two-output Fractional Order System[J]，INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS，2019
46. DOI
金翠云,李大字 控制工程非全日制专业学位研究生培养模式探索与实践[J]，教育教学论坛，2019
47. DOI
李大字,Jiang, Daozhong,靳其兵 A weighted split Bregman iteration for adaptive fractional order total variation model[C]，PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019)，2019
48. DOI
李大字,Wei, Liming,宋天恒,靳其兵 The stability of fractional singular systems with time delay under state feedback[C]，PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019)，2019
49. DOI
Song, Pan,李大字,靳其兵 Study on a Class of Robust Fractional Interference Observers[C]，PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019)，2019
50. DOI
宋天恒,李大字,Liu, Zhiyin,杨卫民 Online ADMM-Based Extreme Learning Machine for Sparse Supervised Learning[J]，IEEE ACCESS，2019
51. DOI
李大字,Lei, Chengjia,靳其兵,Han, Min Regularization in DQN for Parameter-Varying Control Learning Tasks[J]，Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)，2019
52. DOI
Xu, Xin,Chen, Hong,Lian, Chuanqiang,李大字 Learning-Based Predictive Control for Discrete-Time Nonlinear Systems With Stochastic Disturbances[J]，IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS，2018
53. DOI
Li, Luntong,李大字,宋天恒,Xu, Xin Actor-Critic Learning Control Based on l(2)-Regularized Temporal-Difference Prediction With Gradient Correction[J]，IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS，2018
54. DOI
李大字,Tian, Xiangyi,靳其兵,Hirasawa, Kotaro Adaptive fractional-order total variation image restoration with split Bregman iteration[J]，ISA TRANSACTIONS，2018
55. DOI
李大字,Kang, Tianjiao,Hu, Jinglu,Han, Min,靳其兵 Quasi-Linear Recurrent Neural Network based Identification and Predictive Control[C]，Proceedings of the International Joint Conference on Neural Networks，2018
56. DOI
李大字,Wang, Ze,Yu, Wenlong,Li, Quanshan,靳其兵 Application of LADRC with stability region for a hydrotreating back-flushing process[J]，CONTROL ENGINEERING PRACTICE，2018
57. DOI
李大字,沈栋,李宏光 问题驱动的专业硕士校企联合CO-OP实践[J]，国家教育行政学院学报，2018
58. DOI
李大字,Wang, Yuting,宋天恒,靳其兵 An Adaptive Policy Evaluation Network Based on Recursive Least Squares Temporal Difference With Gradient Correction[J]，IEEE ACCESS，2018
59. DOI
李大字,Qiao, Zengyuan,宋天恒,靳其兵 Adaptive Natural Policy Gradient in Reinforcement Learning[C]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018
60. DOI
马昕,李大字 通过学科竞赛加强自动化专业学生工程创新能力培养——以“西门子杯”中国智能制造挑战赛为例[J]，化工高等教育，2017
61. DOI
Yuting Wang,李大字,周靖林,马昕,靳其兵 Disturbance observer and rejection for boiler drum system[C]，2017 Chinese Automation Congress, CAC2017，2017
62. DOI
游汇源,周靖林,祝海江,李大字 Performance Assessment Based on Minimum Entropy of Feedback Control Loops[C]，DCLSC2017，2017
65. DOI
李论通,李大字,宋天恒 Sustainable l2-Regularized Actor-Critic based on Recursive Least-Squares Temporal Difference Learning[C]，Proceedings of 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)，2017
66. DOI
李大字,Kang, Tianjiao,Zhou, Jinglin,靳其兵 Dynamic extreme learning machine identification for nonlinear system with long time delay[C]，Chinese Control Conf., CCC，2017
67. DOI
李大字,于文龙,靳其兵 一阶时滞系统线性自抗扰控制器参数稳定域分析[J]，控制理论与应用，2017
68. DOI
李大字,郑旭,谢倩雯,靳其兵 A sequential feature extraction method based on discrete wavelet transform, phase space reconstruction, and singular value decomposition and an improved extreme learning machine for rolling bearing fault diagnosis[J]，Journal of Process Mechanical Engineering，2017
69. DOI
李大字,王伟,高志强 ON THE ESO BASED REINFORCEMENT LEARNING FOR PURE FEEDBACK SYSTEMS[C]，Proceedings of the ASME 2017 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference，2017
70. DOI
李大字,何星宇 THE INVERTED DECOUPLING BASED FRACTIONAL ORDER TWO-INPUT-TWOOUTPUT IMC CONTROLLER[C]，Proceedings of the ASME 2017 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference，2017
71. DOI
李大字,卢婷,靳其兵 基于分数阶梯度下降法的分数阶非线性系统预测控制[J]，系统仿真技术，2017
72. DOI
李大字,刘知音,靳其兵 Online Sequential L1-regularized-ELM based on ADMM[C]，Proceedings of 6th International Symposium on Advanced Control of Industrial Processes (AdCONIP)，2017
73. DOI
李大字,王伟 Improving Reinforcement Learning Output Feedback Control for Unknown Nonlinear Pure Feedback System[C]，Proceedings of 2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017
74. DOI
马昕,李大字 A Hybrid Fault Diagnosis Method based on Fuzzy Signed Directed Graph and Neighborhood Rough Set[C]，Proceedings of 2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017
75. DOI
李大字,贾元昕,李全善,靳其兵 Identification and nonlinear model predictive control of MIMO Hammerstein system with constraints[J]，JOURNAL OF CENTRAL SOUTH UNIVERSITY，2017
76. DOI
李大字,Xie, QW,靳其兵,Hirasawa, K A sequential method using multiplicative extreme learning machine for epileptic seizure detection[J]，NEUROCOMPUTING，2016
77. DOI
李大字,蒙宁佳,宋天恒 Learning control of fermentation process with an improved DHP algorithm[J]，Chinese Journal of Chemical Engineering，2016
78. DOI
李大字,Wang,Guifang,Song,Tianheng,靳其兵 Improving convolutional neural network using accelerated proximal gradient method for epilepsy diagnosis[C]，2016 UKACC International Conference on Control, UKACC Control 2016，2016
79. DOI
李大字,田向毅,纪增浩 A new numerical approach based on piecewise interpolation for solving a class of fractional optimal control problems[C]，Proceedings of the 35th Chinese Control Conference, CCC 2016，2016
80. DOI
李大字,于文龙,周靖林,靳其兵 Active Disturbance Rejection Control with Adaptive Delayed Input and Its Performance Monitoring for Time-varying Delay System[C]，Proceedings of the 35th Chinese Control Conference, CCC 2016，2016
81. DOI
宋天恒,李大字 Online l2-regularized Reinforcement Learning via RBF Neural Network[C]，Proceedings of the 28th Chinese Control and Decision Conference, CCDC 2016，2016
82. DOI
李大字,卢婷,LIU Lang,靳其兵 Fractional modeling of heating process using improved NLJ algorithm[C]，Proceedings of the 35th Chinese Control Conference，2016
83. DOI
李大字,李憧,靳其兵 不确定系统的滑模与自抗扰控制方法[J]，上海交通大学学报，2016
84. DOI
李大字,李论通,宋天恒,靳其兵 Regularization and Feature Selection in Least Squares Temporal Difference with Gradient Correction[J]，World Congress on Intelligent Control & Automation，2016
85. DOI
李大字,李论通,宋天恒,靳其兵 Least-Squares Temporal Difference Learning with Eligibility Traces based on Regularized Extreme Learning Machine[C]，Proceedings of the 28th Chinese Control and Decision Conference, CCDC 2016，2016
86. DOI
李大字,丁攀,高志强 Fractional active disturbance rejection control[J]，ISA Transactions，2016
87. DOI
宋天恒,李大字,曹柳林,Kotaro Hirasawa Kernel-Based Least Squares Temporal Difference With Gradient Correction[J]，IEEE Transactions on Neural Networks and Learning Systems，2016
88. DOI
肖静,李大字,靳其兵 基于免疫自整定的自抗扰控制研究[J]，北京化工大学学报(自然科学版)，2016
89. DOI
肖静,李大字,周靖林 Active disturbance rejection controller design for distributed parameter systems[C]，Proceedings - 2015 Chinese Automation Congress, CAC 2015，2016
90. DOI
肖静,李大字,周靖林 Active disturbance rejection controller design for distributed parameter systems[C]，Proceedings - 2015 Chinese Automation Congress, CAC 2015，2016
91. DOI
李全善,李大字,曹柳林 Closed-loop identification of systems using hybrid Box–Jenkins structure and its application to PID tuning[J]，Chinese Journal of Chemical Engineering，2015
92. DOI
李全善,李大字,曹柳林 Closed-loop identification of systems using hybrid Box–Jenkins structure and its application to PID tuning[J]，Chinese Journal of Chemical Engineering，2015
93. DOI
李大字,刘浪,宋天恒,沈栋 On Arbitrary Fractional System Identification in Frequency Domain[C]，The 17th IFAC Symposium on System Identification (SYSID2015)，2015
94. DOI
金翠云,李大字,汪晓男,李宏光 多层次立体式大学生学科竞赛体系的研究与实践[J]，教育教学论坛，2015
95. DOI
李大字,刘浪,靳其兵 基于最大灵敏度的加热系统分数阶内模控制[J]，控制与决策，2015
96. DOI
李大字,李野,宋天恒,靳其兵 基于交叉熵算法的无模控制器在多变量时滞系统中的应用[C]，第26届中国过程控制会议（CPCC2015）论文集，2015
97. DOI
郭青,刘海艳,陈娟,李大字 Optimal grade transition of continuous polymerization process based on multiobjective particle swarm optimization[C]，2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE)，2015
98. DOI
贾元昕,李大字 基于QP转化的约束非方系统模型预测控制[J]，北京化工大学学报(自然科学版)，2015
99. DOI
李大字,李野 Multi-objective Optimization based Fractional Order Model-free Controller for Boiler Drum System[C]，Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015，2015
100. DOI
李大字,谢倩雯,靳其兵 Quasilinear Extreme Learning Machine Model Based Internal Model Control for Nonlinear Process[J]，Mathematical Problems in Engineering，2015
101. DOI
李大字,刘浪,靳其兵,Kotaro Hirasawa Maximum sensitivity based fractional IMC-PID controller design for non-integer order system with time delay[J]，Journal of Process Control，2015
102. DOI
李全善,李大字,曹柳林 Modeling and optimum operating conditions for FCCU using artificial neural network[J]，Journal of Central South University，2015
103. DOI
李全善,李大字,曹柳林 Modeling and optimum operating conditions for FCCU using artificial neural network[J]，Journal of Central South University，2015
104. DOI
贾元昕,李大字 基于QP 转化的约束非方系统模型预测控制[J]，北京化工大学学报(自然科学版)，2015
105. DOI
贾元昕,李大字 基于QP 转化的约束非方系统模型预测控制[J]，北京化工大学学报(自然科学版)，2015
106. DOI
李大字,李冲,高志强,靳其兵 On active disturbance rejection in temperature regulation of the proton exchange membrane fuel cells[J]，JOURNAL OF POWER SOURCES，2015
107. DOI
李大字,刘方,靳其兵 自增长混合神经网络及其在燃料电池建模中的应用[J]，化工学报，2015
108. DOI
李大字,李征,靳其兵 基于线性状态反馈和高阶泰勒逼近的自抗扰控制方法[J]，控制与决策，2015
109. DOI
李大字,李宏光,金翠云,朱群雄 面向大化工的自动化专业卓越工程师CO-OP实践[J]，化工高等教育，2014
110. DOI
李大字,刘浪,靳其兵 基于最大灵敏度的加热系统分数阶内模控制设计[C]，第25届中国过程控制会议论文集，2014
111. DOI
纪增浩,李大字 一种基于分数阶卡尔曼滤波器的模型预测控制器的设计与实现[J]，北京化工大学学报(自然科学版)，2014
112. DOI
金翠云,汪晓男,李大字,李宏光 自动化专业卓越工程师培养的探索与实践[J]，化工高等教育，2014
113. DOI
程君玉,李大字,靳其兵,齐文远 RAN-LC预测的类稳态补偿控制及其应用[J]，计算机与应用化学，2013
114. DOI
金翠云,汪晓男,李大字,李宏光 大学生科研训练计划的探索与实践[J]，中国电力教育，2013
115. DOI
金翠云,汪晓男,李大字 多模式培养大学生实践创新能力的探索与研究[J]，中国电力教育，2013
116. DOI
于亚笛,李大字,靳其兵 基于Takagi-Sugeno模型的质子交换膜燃料电池广义预测控制[J]，北京化工大学学报(自然科学版)，2013
117. DOI
金翠云,汪晓男,李大字,李宏光 深度贯彻本科生导师制,提升本科生培养质量[J]，化工高等教育，2013
118. DOI
李大字,焦军胜,靳其兵 基于对角关联矩阵的广义多变量控制系统性能评价[J]，信息与控制，2013
