专题:Adaptive Dynamic Programming Control

This cluster of papers focuses on the application of Adaptive Dynamic Programming and Reinforcement Learning techniques to solve optimal control problems in continuous-time nonlinear systems. It explores the use of neural networks, policy iteration, actor-critic algorithms, and $H_{infty}$ control for online learning and feedback control in various domains such as robotics, energy management, and multi-agent systems.
最新文献
A constrained reinforcement learning based approach for cooperative control of multi-UAV in dense obstacle environments

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Research on Rigid Constraint Method for Core Characteristics of Dynamic Systems and Its Applications | 动态系统核心特质刚性约束方法及应用研究

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Hierarchical Reinforcement Learning Based Collaborative Control for Industrial Unmanned Systems with Semi-Closed-Loop Feedbacks

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Resilient Learning-Based Control for Partially Observable Systems Under DoS Attacks

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Reinforcement Learning Based Adaptive PID Controller for a Continuous Stirred Tank Heater Process

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Symplectic geometry in hybrid and impulsive optimal control

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Off-policy reinforcement learning-based decentralized stabilization for interconnected nonlinear systems

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Advancements in nonlinear PID controllers: A comprehensive review

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Dynamic Event-Triggered Fuzzy Adaptive Hierarchical Sliding Mode Optimal Control for Unknown Nonlinear Systems

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Nonlinear extended state observer-based model-free near-optimal sliding mode water level controller of an inverted U-tube steam generator

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近5年高被引文献
A review of cooperative multi-agent deep reinforcement learning

review Full Text OpenAlex 389 FWCI67.35479418

Adaptive Finite-Time Tracking Control of Nonlinear Systems With Dynamics Uncertainties

article Full Text OpenAlex 263 FWCI38.96151966

An Improved Predefined-Time Adaptive Neural Control Approach for Nonlinear Multiagent Systems

article Full Text OpenAlex 239 FWCI59.47589108

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

article Full Text OpenAlex 220 FWCI67.97146483

Adaptive Fuzzy Control of Nonlinear Systems With Predefined Time and Accuracy

article Full Text OpenAlex 206 FWCI29.85557062

Event-Based Finite-Time Neural Control for Human-in-the-Loop UAV Attitude Systems

article Full Text OpenAlex 202 FWCI30.15412632

Adaptive Fixed-Time Control of Nonlinear MASs With Actuator Faults

article Full Text OpenAlex 201 FWCI50.01947325

Adaptive Dynamic Programming for Networked Control Systems Under Communication Constraints: A Survey of Trends and Techniques

article Full Text OpenAlex 190 FWCI49.77272732

FuzzyHControl of Discrete-Time Nonlinear Markov Jump Systems via a Novel Hybrid ReinforcementQ-Learning Method

article Full Text OpenAlex 183 FWCI46.87590192

The intelligent critic framework for advanced optimal control

article Full Text OpenAlex 180 FWCI46.87590192