Policy iteration based Q-learning for linear nonzero-sum quadratic differential games

Output feedback Q-learning for discrete-time linear zero-sum games with application to the H-infinity control

(2018) Syed Ali Asad Rizvi et al.   AUTOMATICA

Cooperative Q-Learning for Rejection of Persistent Adversarial Inputs in Networked Linear Quadratic Systems

(2018) Kyriakos G. Vamvoudakis et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Off-Policy Q-Learning: Set-Point Design for Optimizing Dual-Rate Rougher Flotation Operational Processes

(2018) Jinna Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Developing nonlinear adaptive optimal regulators through an improved neural learning mechanism

(2017) Ding Wang et al.   Science China-Information Sciences

Q-learning for continuous-time linear systems: A model-free infinite horizon optimal control approach

(2017) Kyriakos G. Vamvoudakis   SYSTEMS & CONTROL LETTERS

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

Iterative Adaptive Dynamic Programming for Solving Unknown Nonlinear Zero-Sum Game Based on Online Data

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

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

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

Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control

(2017) Biao Luo et al.   IEEE Transactions on Cybernetics

Construction of Barrier in a Fishing Game With Point Capture

(2017) Wenzhong Zha et al.   IEEE Transactions on Cybernetics

Error Bound Analysis of $Q$ -Function for Discounted Optimal Control Problems With Policy Iteration

(2017) Pengfei Yan 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

Cross-Modal Retrieval With CNN Visual Features: A New Baseline

(2016) Yunchao Wei et al.   IEEE Transactions on Cybernetics

Non-zero sum Nash Q-learning for unknown deterministic continuous-time linear systems

(2015) Kyriakos G. Vamvoudakis   AUTOMATICA

Constructive $\epsilon$-Nash Equilibria for Nonzero-Sum Differential Games

(2015) Thulasi Mylvaganam et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

A novel policy iteration based deterministic Q-learning for discrete-time nonlinear systems

(2015) QingLai Wei et al.   Science China-Information Sciences

Approximate $N$ -Player Nonzero-Sum Game Solution for an Uncertain Continuous Nonlinear System

(2015) Marcus Johnson et al.   IEEE Transactions on Neural Networks and Learning Systems

$ {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

Continuous-Time Q-Learning for Infinite-Horizon Discounted Cost Linear Quadratic Regulator Problems

(2015) Muthukumar Palanisamy et al.   IEEE Transactions on Cybernetics

Off-Policy Reinforcement Learning for $ H_\infty $ Control Design

(2015) Biao Luo et al.   IEEE Transactions on Cybernetics

Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design

(2014) Biao Luo et al.   AUTOMATICA

Online Synchronous Approximate Optimal Learning Algorithm for Multi-Player Non-Zero-Sum Games With Unknown Dynamics

(2014) Derong Liu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Multi-agent differential graphical games: Online adaptive learning solution for synchronization with optimality

(2012) Kyriakos G. Vamvoudakis et al.   AUTOMATICA

Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics

(2012) Yu Jiang et al.   AUTOMATICA

Differential Games Controllers That Confine a System to a Safe Region in the State Space, With Applications to Surge Tank Control

(2012) Paola Falugi et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Near-Optimal Control for Nonzero-Sum Differential Games of Continuous-Time Nonlinear Systems Using Single-Network ADP

(2012) Huaguang Zhang et al.   IEEE Transactions on Cybernetics

Multi-player non-zero-sum games: Online adaptive learning solution of coupled Hamilton–Jacobi equations

(2011) Kyriakos G. Vamvoudakis et al.   AUTOMATICA

Hybrid MDP based integrated hierarchical Q-learning

(2011) ChunLin Chen et al.   Science China-Information Sciences

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

(2010) Huaguang Zhang et al.   AUTOMATICA

Adaptive optimal control for continuous-time linear systems based on policy iteration

(2008) D. Vrabie et al.   AUTOMATICA

Neurodynamic Programming and Zero-Sum Games for Constrained Control Systems

(2008) M. Abu-Khalaf et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS