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Linear quadratic control using model-free reinforcement learning
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 …
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
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 …
regulation of linear heterogeneous multi-agent systems. We use a general model for the …
Event-triggered quantized communication-based distributed convex optimization
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 …
proposed for a convex optimization problem where the objective function is the summation …
Stability and robustness analysis of minmax solutions for differential graphical games
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 …
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
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 …
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 …
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 …
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
A robust consensus controller is proposed for heterogeneous higher‐order nonlinear multi‐
agent systems, when the agent dynamics are involved with mismatched uncertainties. A …
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 …
multi-agent systems subjected to model uncertainties and external disturbances via adaptive …
Preview-based leader-following consensus control of distributed multi-agent systems
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 …
(MAS) with a directed acyclic graph is investigated in this paper. The external disturbance …