Data-Driven Flotation Industrial Process Operational Optimal Control Based on Reinforcement Learning

Yi Jiang, Jialu Fan, Tianyou Chai, +2

IEEE Transactions on Industrial Informatics

Real-time ControlEngineeringMachine LearningIndustrial EngineeringLearning Control +14

Off-Policy Interleaved $Q$ -Learning: Optimal Control for Affine Nonlinear Discrete-Time Systems

Jinna Li, Tianyou Chai, Frank L. Lewis, +2

IEEE Transactions on Neural Networks and Learning Systems

Nonlinear ControlOptimal ControlMachine LearningNovel Off-policyEngineering +8

Optimal Output Regulation of Linear Discrete-Time Systems With Unknown Dynamics Using Reinforcement Learning

Yi Jiang, Bahare Kiumarsi, Jialu Fan, +3

IEEE Transactions on Cybernetics

Output Regulation ProblemModel-based Control TechniqueRobust ControlMathematical Control TheoryProcess Control +9

Value iteration and adaptive optimal output regulation with assured convergence rate

Yi Jiang, Weinan Gao, Jing Na, +4

Control Engineering Practice

Control MethodControl StrategyAssured Convergence RateEngineeringRobust Control +7

Tracking Control for Linear Discrete-Time Networked Control Systems With Unknown Dynamics and Dropout

Yi Jiang, Jialu Fan, Tianyou Chai, +2

IEEE Transactions on Neural Networks and Learning Systems

Unknown DynamicsOptimal ControlEngineeringNetworked ControlRobust Control +12

Cooperative adaptive optimal output regulation of nonlinear discrete-time multi-agent systems

Yi Jiang, Jialu Fan, Weinan Gao, +2

Automatica

Cooperative SystemMathematical Control TheoryBusinessProcess ControlAdaptive Control +2

Exosomes derived from platelet-rich plasma administration in site mediate cartilage protection in subtalar osteoarthritis

Yu Zhang, Xiaowei Wang, Jian Chen, +17

Journal of Nanobiotechnology

Tissue EngineeringEngineeringBone RepairThermosensitive HydrogelExtracellular Microvesicles +19

Universal Instance Perception as Object Discovery and Retrieval

Bin Yan, Yi Jiang, Jiannan Wu, +4

Multiple Instance LearningEngineeringMachine LearningObject CategorizationInstance Perception Tasks +17

Resilient reinforcement learning and robust output regulation under denial-of-service attacks

Weinan Gao, Chao Deng, Yi Jiang, +1

Automatica

Ddos DetectionEngineeringInformation SecurityGame TheoryDenial-of-service Attack +5

Dual-Rate Operational Optimal Control for Flotation Industrial Process With Unknown Operational Model

Yi Jiang, Jialu Fan, Tianyou Chai, +1

IEEE Transactions on Industrial Electronics

Control StrategyReal-time ControlEngineeringIndustrial EngineeringUnknown Operational Model +11