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
Adaptive Closure in Agentic Systems : Structural Metrics and a Meta-Regulatory Control Layer

preprint Full Text OpenAlex

2D model-free min-max control for batch processes via unmodeled dynamics compensation

article Full Text OpenAlex

NN-based fixed-time human-in-the-loop formation control for nonlinear MASs with time-varying delay

article Full Text OpenAlex

Fixed-time reinforcement learning fault-tolerant control for uncertain nonlinear systems with actuator saturation and time-varying bias faults

article Full Text OpenAlex

Inverse Optimal Control for High‐Order Nonlinear Fully Actuated Systems With Unknown Reward Weights

article Full Text OpenAlex

Predefined-Time Exact Tracking for Nonstrict Feedback Nonlinear Systems: A Novel Switching Feedback Gain Method

article Full Text OpenAlex

Improved dynamic matrix control using co‐optimization of dynamic control and economic performance enhancement

article Full Text OpenAlex

Monotonically-increasing-function-based event-triggered sampling scheme for stabilization of networked nonlinear systems

article Full Text OpenAlex

On State Agreement of Single-Integrator Agents With Communication Delays: A Nonlinear Distributed Control Approach

article Full Text OpenAlex

Price-Responsive Control Using Deep Reinforcement Learning for Heating Systems: Simulation and Living Lab Experiment

preprint Full Text OpenAlex

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

review Full Text OpenAlex 414 FWCI48.8268

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

article Full Text OpenAlex 281 FWCI32.1835

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

article Full Text OpenAlex 251 FWCI46.9474

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

article Full Text OpenAlex 248 FWCI49.9749

Adaptive Fuzzy Control of Nonlinear Systems With Predefined Time and Accuracy

article Full Text OpenAlex 228 FWCI25.143

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

article Full Text OpenAlex 214 FWCI25.2956

Adaptive Fixed-Time Control of Nonlinear MASs With Actuator Faults

article Full Text OpenAlex 212 FWCI39.4744

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

article Full Text OpenAlex 209 FWCI28.722

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

article Full Text OpenAlex 190 FWCI28.4213

The intelligent critic framework for advanced optimal control

article Full Text OpenAlex 182 FWCI27.066