Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming

Ding Wang, Derong Liu, Qinglai Wei, +2

Automatica

Mathematical ProgrammingNonlinear ControlOptimal ControlEngineeringRobust Control +5

Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos

Serena Yeung, Olga Russakovsky, Ning Jin, +3

International Journal of Computer Vision

Cognitive ScienceImage AnalysisMachine LearningMachine VisionComplex Videos +12

Adaptive Dynamic Programming for Finite-Horizon Optimal Control of Discrete-Time Nonlinear Systems With $\varepsilon$-Error Bound

Fei‐Yue Wang, Ning Jin, Derong Liu, +1

IEEE Transactions on Neural Networks

EngineeringValue Function ApproximationAdaptive ControlDynamic ProgrammingSystems Engineering +8

Neural-Network-Based Optimal Control for a Class of Unknown Discrete-Time Nonlinear Systems Using Globalized Dual Heuristic Programming

Derong Liu, Ding Wang, Dongbin Zhao, +2

IEEE Transactions on Automation Science and Engineering

Mathematical ProgrammingNonlinear ControlEngineeringNonlinear ProgrammingNeural Network +9

Improvement of LEACH protocol for WSN

Jia Xu, Ning Jin, Xizhong Lou, +3

Cluster ComputingTopology ControlEngineeringWireless RoutingWireless Sensor System +9

Multi-Step Short-Term Power Consumption Forecasting with a Hybrid Deep Learning Strategy

Ke Yan, Xudong Wang, Yang Du, +3

Energies

Convolutional Neural NetworkEngineeringMachine LearningIndividual HouseholdsEnergy Efficiency +18

Self-Supervised Learning of State Estimation for Manipulating Deformable Linear Objects

Mengyuan Yan, Yilin Zhu, Ning Jin, +1

IEEE Robotics and Automation Letters

Artificial IntelligenceGeometric LearningEngineeringMachine LearningDexterous Manipulation +17

Highly accurate energy consumption forecasting model based on parallel LSTM neural networks

Ning Jin, Fan Yang, Yuchang Mo, +4

Advanced Engineering Informatics

Forecasting MethodologyEngineeringData ScienceEnergy EfficiencyEnergy Management +6

Multi-Task Learning Model Based on Multi-Scale CNN and LSTM for Sentiment Classification

Ning Jin, Jiaxian Wu, Xiang Ma, +2

IEEE Access

Natural Language ProcessingEngineeringMachine LearningMulti-scale CnnNlp Task +11

Multivariate Air Quality Forecasting With Nested Long Short Term Memory Neural Network

Ning Jin, Yongkang Zeng, Ke Yan, +1

IEEE Transactions on Industrial Informatics

Forecasting MethodologyEnvironmental MonitoringMachine LearningEngineeringMultivariate Air Quality +19