Approximate-optimal control algorithm for constrained zero-sum differential games through event-triggering mechanism

Online optimal solutions for multi-player nonzero-sum game with completely unknown dynamics

(2018) Yongfeng Lv et al.   NEUROCOMPUTING

Distributed event-based consensus control of multi-agent system with matching nonlinear uncertainties

(2018) Qing Wang et al.   NEUROCOMPUTING

Finite-Horizon $H_{\infty }$ Tracking Control for Unknown Nonlinear Systems With Saturating Actuators

(2018) Huaguang Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Approximate Nash Solutions for Multiplayer Mixed-Zero-Sum Game With Reinforcement Learning

(2018) Yongfeng Lv et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Dynamic Event-Based Control of Nonlinear Stochastic Systems

(2017) Yingchun Wang et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems

(2017) Yaqing Hou et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Event-Triggered Optimal Control for Partially Unknown Constrained-Input Systems via Adaptive Dynamic Programming

(2017) Yuanheng Zhu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Online H∞ control for completely unknown nonlinear systems via an identifier–critic-based ADP structure

(2017) Yongfeng Lv et al.   INTERNATIONAL JOURNAL OF CONTROL

H ∞ control with constrained input for completely unknown nonlinear systems using data-driven reinforcement learning method

(2017) He Jiang et al.   NEUROCOMPUTING

Data-driven adaptive dynamic programming for continuous-time fully cooperative games with partially constrained inputs

(2017) Qichao Zhang et al.   NEUROCOMPUTING

Robust adaptive critic control design with network-based event-triggered formulation

(2017) Chaoxu Mu et al.   NONLINEAR DYNAMICS

Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming

(2017) Chaoxu Mu et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Neural Network Control of a Robotic Manipulator With Time-Varying Output Constraints

(2017) Wei He et al.   IEEE Transactions on Cybernetics

Discrete-Time Nonzero-Sum Games for Multiplayer Using Policy-Iteration-Based Adaptive Dynamic Programming Algorithms

(2017) Huaguang Zhang et al.   IEEE Transactions on Cybernetics

An Event-Triggered ADP Control Approach for Continuous-Time System With Unknown Internal States

(2017) Xiangnan Zhong et al.   IEEE Transactions on Cybernetics

Event-Triggered $H_\infty $ Control for Continuous-Time Nonlinear System via Concurrent Learning

(2017) Qichao Zhang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Experience Replay for Optimal Control of Nonzero-Sum Game Systems With Unknown Dynamics

(2016) Dongbin Zhao et al.   IEEE Transactions on Cybernetics

Global Adaptive Dynamic Programming for Continuous-Time Nonlinear Systems

(2015) Yu Jiang et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Model-Free Optimal Control for Affine Nonlinear Systems With Convergence Analysis

(2015) Dongbin Zhao et al.   IEEE Transactions on Automation Science and Engineering

Robust adaptive neural control of flexible hypersonic flight vehicle with dead-zone input nonlinearity

(2015) Bin Xu   NONLINEAR DYNAMICS

Optimal tracking control of nonlinear partially-unknown constrained-input systems using integral reinforcement learning

(2014) Hamidreza Modares et al.   AUTOMATICA

Robust adaptive finite-time parameter estimation and control for robotic systems

(2014) Jing Na et al.   INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

Optimal Control of Multilayer Discrete Event Systems With Real-Time Constraint Guarantees

(2014) Jianfeng Mao et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Reinforcement learning and neural networks for multi-agent nonzero-sum games of nonlinear constrained-input systems

(2014) Sholeh Yasini et al.   International Journal of Machine Learning and Cybernetics

A Novel Graph-Based Estimation of the Distribution Algorithm and its Extension Using Reinforcement Learning

(2013) Xianneng Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Simultaneous policy update algorithms for learning the solution of linear continuous-time H∞ state feedback control

(2012) Huai-Ning Wu et al.   INFORMATION SCIENCES

Finite-Horizon Control-Constrained Nonlinear Optimal Control Using Single Network Adaptive Critics

(2012) A. Heydari et al.   IEEE Transactions on Neural Networks and Learning Systems

Decentralized Event-Triggered Control Over Wireless Sensor/Actuator Networks

(2011) Manuel Mazo et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Distributed Event-Triggered Control for Multi-Agent Systems

(2011) D. V. Dimarogonas et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

A three-network architecture for on-line learning and optimization based on adaptive dynamic programming

(2011) Haibo He et al.   NEUROCOMPUTING

A novel ADP based model-free predictive control

(2011) Na Dong et al.   NONLINEAR DYNAMICS

Online actor–critic algorithm to solve the continuous-time infinite horizon optimal control problem

(2010) Kyriakos G. Vamvoudakis et al.   AUTOMATICA

An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games

(2010) Huaguang Zhang et al.   AUTOMATICA

Reinforcement Learning for Partially Observable Dynamic Processes: Adaptive Dynamic Programming Using Measured Output Data

(2010) F L Lewis et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS