Consensus equilibriumExtracting accurate foreground objects from a scene is an essential step for many video applications. Traditional background subtraction algorithms can generate coarse estimates, but generating high quality masks requires professional softwares with significant human interventions, e.g., ...
Multi-agent consensus equilibrium mechanism is a generalization of popular used PnP-ADMM method and composite regularization in computational sensing. We propose a novel SAR image sparse reconstruction method based on MACE mechanism. High-quality SAR images necessitate low ambiguity, high SNR, and low ...
consensusmulti-agent systemThis note is devoted a theoretic framework to explore the rural-urban migration phenomena by the means of multi-agent system dynamics based on the ideas of consensus analysis which builds a computational approach. Consensus is somewhat analogous to equilibrium and it is the...
Moreover, due to competition, the agents of the third group might reach consensus under the equilibrium topology. Finally, when the third group's interaction graph is bidirected, the necessary and sufficient condition is given for the equilibrium topology. The equilibrium topology is also presented ...
ofconsensusequilibriuminfluencedbytheinitiaIstatesofagents. time—delaysandstatefeedbackintensityjsfiguredout.Inaddition themulti—agentconsensusjsconsideredwithtime—varyingtopolo— gies.Finally,simulationsarepresentedtoiIlustratethevalidityof theoreticaIresults. ...
Reaching a consensus in a multi-agent system means that the agents’ states converge to a common value. After the pioneering works by Vicsek, Czirk, Ben-Jacob, Cohen, and Shochet (1995) and Jadbabaie, Lin, and Morse (2003), a thorough theoretical framework about consensus has been given ...
The main results of the paper lie in thestability analysis of the multi-agent systems and thefinal consensus equilibrium point of the systems.The rest of this paper is organized as follows. InSection 2, the mechanism of networked multi-agentsystems is put forward, and some background of alge...
Theory and Automatic Control, University of Stuttgart, Stuttgart, Germany; bDepartment of Engineering Science, University of Oxford, Oxford, OX1 3PJ, UK (Received 9 July 2007; final version received 8 August 2008) An important task for multi-agent systems (MAS) is to reach a consensus, e....
multi-agent cooperative planningsingle agent QLThis chapter proposes consensus‐based multi゛gent Q﹍earning (MAQL) to address the bottleneck of the optimal equilibrium selection among multiple types. It briefly introduces the adaption mechanism of single agent QL and the state﹐f‐the゛rt equilibrium...
A leader-follower consensus problem for the general linear time-invariant multiagent systems (LTI-MASs) is investigated, where the leader agent has the sam... T Chen,J Zhu,Y Shi - 《Dynamics of Continuous Discrete & Impulsive Systems》 被引量: 1发表: 2010年 Nash equilibrium of multi-agent...