Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications

Ding Wang, Ning Gao, Derong Liu, +2

IEEE/CAA Journal of Automatica Sinica

Control MethodReal-time ControlEngineeringComprehensive SurveyAutomation +13

Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games

Jinna Li, Hamidreza Modares, Tianyou Chai, +2

IEEE Transactions on Neural Networks and Learning Systems

Artificial IntelligenceEngineeringGame TheoryValue Function ApproximationOff-policy Reinforcement Learning +14

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

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

Off-Policy Q-Learning: Set-Point Design for Optimizing Dual-Rate Rougher Flotation Operational Processes

Jinna Li, Tianyou Chai, Frank L. Lewis, +3

IEEE Transactions on Industrial Electronics

Artificial IntelligenceEngineeringMachine LearningRougher Flotation CircuitsUncertainty Quantification +11

Nonzero-Sum Game Reinforcement Learning for Performance Optimization in Large-Scale Industrial Processes

Jinna Li, Jinliang Ding, Tianyou Chai, +1

IEEE Transactions on Cybernetics

Mathematical ProgrammingArtificial IntelligenceEngineeringIndustrial EngineeringGame Theory +14

Off-Policy Reinforcement Learning: Optimal Operational Control for Two-Time-Scale Industrial Processes

Jinna Li, Bahare Kiumarsi, Tianyou Chai, +2

IEEE Transactions on Cybernetics

EngineeringIndustrial EngineeringOff-policy Reinforcement LearningSimulationLearning Control +16

The investigation of 125I seed implantation as a salvage modality for unresectable pancreatic carcinoma

Hao Wang, Junjie Wang, Yuliang Jiang, +5

Journal of Experimental & Clinical Cancer Research