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
Linear Convergence of Distributed Generalized Nash Equilibrium Seeking Under Partial-Decision Information

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Reinforcement Learning-Based Robust Optimal Attitude Tracking Control for Quadrotor Unmanned Aerial Vehicle with Prescribed Performance

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Data-driven fault-tolerant path-following control for USV based on fixed-time guidance and fuzzy disturbance observer

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Robust Fault-Tolerant Hybrid Tracking Controller Design for Rudderless Flying-Wing UAVs with Nonlinear Dynamics

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Nonlinear adaptive estimator-based prescribed performance control of perturbed quadcopter systems

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Adaptive sampled-data output feedback control of high-order nonlinear systems using artificial delays

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Heterogeneous multi-space manipulator cooperative control in task space via off-policy reinforcement learning

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Distributed Secondary Control Based Cooperative Deep Reinforcement Learning of Microgrids

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Adaptive Critic Learning-based Prescribed Performance Optimal Control for Nonlinear System with Input Saturation

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Fully Distributed Generalized Nash Equilibrium Seeking with Multiple Heterogeneous Players

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近5年高被引文献
Observer-Based Neuro-Adaptive Optimized Control of Strict-Feedback Nonlinear Systems With State Constraints

article Full Text OpenAlex 544 FWCI65.522

Modeling and trajectory tracking control for flapping-wing micro aerial vehicles

article Full Text OpenAlex 289 FWCI36.031

A review of cooperative multi-agent deep reinforcement learning

review Full Text OpenAlex 281 FWCI6.691

Time-varying IBLFs-based adaptive control of uncertain nonlinear systems with full state constraints

article Full Text OpenAlex 262 FWCI29.504

Distributed Observer-Based Cooperative Control Approach for Uncertain Nonlinear MASs Under Event-Triggered Communication

article Full Text OpenAlex 236 FWCI29.073

Finite-Time-Prescribed Performance-Based Adaptive Fuzzy Control for Strict-Feedback Nonlinear Systems With Dynamic Uncertainty and Actuator Faults

article Full Text OpenAlex 231 FWCI25.651

Event-Triggered Adaptive Fuzzy Fixed-Time Tracking Control for a Class of Nonstrict-Feedback Nonlinear Systems

article Full Text OpenAlex 229 FWCI24.446

Adaptive Neural Network Control for a Class of Nonlinear Systems With Function Constraints on States

article Full Text OpenAlex 224 FWCI22.52

Reinforcement learning in robotic applications: a comprehensive survey

article Full Text OpenAlex 197 FWCI16.203

A Novel Mixed Control Approach for Fuzzy Systems via Membership Functions Online Learning Policy

article Full Text OpenAlex 187 FWCI19.977