Linear quadratic control using model-free reinforcement learning

FA Yaghmaie, F Gustafsson… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we consider linear quadratic (LQ) control problem with process and
measurement noises. We analyze the LQ problem in terms of the average cost and the …

Output regulation of linear heterogeneous multi-agent systems via output and state feedback

FA Yaghmaie, FL Lewis, R Su - Automatica, 2016 - Elsevier
In this paper, we propose output feedback and state feedback controllers for output
regulation of linear heterogeneous multi-agent systems. We use a general model for the …

Event-triggered quantized communication-based distributed convex optimization

S Liu, L **e, DE Quevedo - IEEE Transactions on Control of …, 2016 - ieeexplore.ieee.org
A NOVEL distributed algorithm based on multiple agents with continuous-time dynamics is
proposed for a convex optimization problem where the objective function is the summation …

Stability and robustness analysis of minmax solutions for differential graphical games

VG Lopez, FL Lewis, Y Wan, M Liu, G Hewer… - Automatica, 2020 - Elsevier
Recent studies have shown that, in general, Nash equilibrium cannot be achieved by the
players of a differential graphical game by using distributed control policies. Alternative …

A novel distributed optimal adaptive control algorithm for nonlinear multi-agent differential graphical games

M Mazouchi, MB Naghibi-Sistani… - IEEE/CAA Journal of …, 2017 - ieeexplore.ieee.org
In this paper, an online optimal distributed learning algorithm is proposed to solve leader-
synchronization problem of nonlinear multi-agent differential graphical games. Each player …

Cooperative optimal preview tracking for linear descriptor multi-agent systems

Y Lu, F Liao, J Deng, C Pattinson - Journal of the Franklin Institute, 2019 - Elsevier
In this paper, a cooperative optimal preview tracking problem is considered for continuous-
time descriptor multi-agent systems with a directed topology containing a spanning tree. By …

Distributed optimal coordination control for nonlinear multi-agent systems using event-triggered adaptive dynamic programming method

W Zhao, H Zhang - ISA transactions, 2019 - Elsevier
This paper is concerned with the design of distributed optimal coordination control for
nonlinear multi-agent systems (NMASs) based on event-triggered adaptive dynamic …

Heterogeneous consensus of higher‐order multi‐agent systems with mismatched uncertainties using sliding mode control

S Mondal, R Su, L **e - International Journal of Robust and …, 2017 - Wiley Online Library
A robust consensus controller is proposed for heterogeneous higher‐order nonlinear multi‐
agent systems, when the agent dynamics are involved with mismatched uncertainties. A …

Robust time-varying output formation tracking for heterogeneous multi-agent systems with adaptive event-triggered mechanism

P Shi, J Yu, Y Liu, X Dong, Q Li, Z Ren - Journal of the Franklin Institute, 2022 - Elsevier
This paper investigates the time-varying output formation tracking problem of heterogeneous
multi-agent systems subjected to model uncertainties and external disturbances via adaptive …

Preview-based leader-following consensus control of distributed multi-agent systems

G Li, CE Ren, CLP Chen - Information Sciences, 2021 - Elsevier
The preview-based leader-following consensus control of distributed multi-agent systems
(MAS) with a directed acyclic graph is investigated in this paper. The external disturbance …