Reinforcement Learning Optimal Output Feedback Control for Takagi–Sugeno Fuzzy Systems With Disturbances

Yifan Deng; Wenting Song; Shaocheng Tong

doi:10.1109/tsmc.2025.3649181

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Reinforcement Learning Optimal Output Feedback Control for Takagi–Sugeno Fuzzy Systems With Disturbances

Yifan Deng Wenting Song Shaocheng Tong

Year: 2026 Journal: IEEE Transactions on Systems Man and Cybernetics Systems Pages: 1-11 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tsmc.2025.3649181

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Keywords:

Control theory (sociology) Fuzzy logic Fuzzy control system Output feedback Control (management) Reinforcement learning Feedback control

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Adaptive Dynamic Programming Control

Physical Sciences → Computer Science → Computational Theory and Mathematics

Adaptive Control of Nonlinear Systems

Physical Sciences → Engineering → Control and Systems Engineering

Fuzzy Logic and Control Systems

Physical Sciences → Computer Science → Artificial Intelligence

Reinforcement Learning Optimal Output Feedback Control for Takagi–Sugeno Fuzzy Systems With Disturbances

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