Model-free adaptive control design for nonlinear discrete-time processes with reinforcement learning techniques

Adaptive control-based Barrier Lyapunov Functions for a class of stochastic nonlinear systems with full state constraints

(2018) Yan-Jun Liu et al.   AUTOMATICA

Event Trigger Fuzzy Adaptive Compensation Control of Uncertain Stochastic Nonlinear Systems With Actuator Failures

(2018) Zhi Liu et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Neural network-based event-triggered MFAC for nonlinear discrete-time processes

(2018) Dong Liu et al.   NEUROCOMPUTING

Model-Based Adaptive Event-Triggered Control of Strict-Feedback Nonlinear Systems

(2018) Yuan-Xin Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Fuzzy Neural Network Control for a Constrained Robot Using Impedance Learning

(2018) Wei He et al.   IEEE Transactions on Neural Networks and Learning Systems

Distributed Reinforcement Learning via Gossip

(2017) Adwaitvedant Mathkar et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Event-based model-free adaptive control for discrete-time non-linear processes

(2017) Dong Liu et al.   IET Control Theory and Applications

Fuzzy Lyapunov Reinforcement Learning for Non Linear Systems

(2017) Abhishek Kumar et al.   ISA TRANSACTIONS

Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games

(2017) Ruizhuo Song et al.   IEEE Transactions on Neural Networks and Learning Systems

Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation

(2017) Yuanming Zhu et al.   IEEE Transactions on Neural Networks and Learning Systems

Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games

(2017) Jinna Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Event-Triggered Distributed Control of Nonlinear Interconnected Systems Using Online Reinforcement Learning With Exploration

(2017) Vignesh Narayanan et al.   IEEE Transactions on Cybernetics

Reinforcement Learning for Constrained Energy Trading Games With Incomplete Information

(2017) Huiwei Wang et al.   IEEE Transactions on Cybernetics

Value iteration and adaptive dynamic programming for data-driven adaptive optimal control design

(2016) Tao Bian et al.   AUTOMATICA

Model-Free control performance improvement using virtual reference feedback tuning and reinforcement Q-learning

(2016) Mircea-Bogdan Radac et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Data-based fault-tolerant control for affine nonlinear systems with actuator faults

(2016) Chun-Hua Xie et al.   ISA TRANSACTIONS

Data-driven output-feedback fault-tolerant L 2 control of unknown dynamic systems

(2016) Jun-Sheng Wang et al.   ISA TRANSACTIONS

$ {H}_{ {\infty }}$ Tracking Control of Completely Unknown Continuous-Time Systems via Off-Policy Reinforcement Learning

(2015) Hamidreza Modares et al.   IEEE Transactions on Neural Networks and Learning Systems

Reinforcement Learning Design-Based Adaptive Tracking Control With Less Learning Parameters for Nonlinear Discrete-Time MIMO Systems

(2015) Yan-Jun Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

A Novel Model-Free Adaptive Control Design for Multivariable Industrial Processes

(2014) Dezhi Xu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Adaptive Consensus Control for a Class of Nonlinear Multiagent Time-Delay Systems Using Neural Networks

(2014) C. L. Philip Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

Reinforcement Learning Output Feedback NN Control Using Deterministic Learning Technique

(2014) Bin Xu et al.   IEEE Transactions on Neural Networks and Learning Systems

Data-Driven MFAC for a Class of Discrete-Time Nonlinear Systems With RBFNN

(2014) Yuanming Zhu et al.   IEEE Transactions on Neural Networks and Learning Systems

Controller-Dynamic-Linearization-Based Model Free Adaptive Control for Discrete-Time Nonlinear Systems

(2013) Zhongsheng Hou et al.   IEEE Transactions on Industrial Informatics

Data-driven criteria synthesis of system with two-degree-of-freedom controller

(2013) Ding Zhai et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Guest Editorial Data-Based Control, Modeling, and Optimization

(2011) Tianyou Chai et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Reinforcement Learning Controller Design for Affine Nonlinear Discrete-Time Systems using Online Approximators

(2011) Qinmin Yang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

A survey on iterative learning control for nonlinear systems

(2011) Jian-Xin Xu   INTERNATIONAL JOURNAL OF CONTROL

A Novel Data-Driven Control Approach for a Class of Discrete-Time Nonlinear Systems

(2010) Zhongsheng Hou et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Reinforcement learning and adaptive dynamic programming for feedback control

(2009) Frank L. Lewis et al.   IEEE Circuits and Systems Magazine

Design of a Data-Driven PID Controller

(2008) T. Yamamoto et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY