Litcius/Paper detail

Robust Distributed Nash Equilibrium Seeking for Games Under Attacks and Communication Delays

Xuefang Wang, Xi‐Ming Sun, Maojiao Ye, Kun‐Zhi Liu

2022IEEE Transactions on Automatic Control33 citationsDOI

Abstract

In this article, a noncooperative game in which the engaged players are of double integrator-type dynamics, is investigated. The dynamics of the players are considered to be subject to unknown time-varying disturbances and unmodeled terms. Besides, the communication topology among the players suffers from attacks and time-varying communication delays. To find a Nash equilibrium for such games, a distributed robust Nash equilibrium seeking algorithm is proposed. By utilizing average dwell-time and time-ratio constraints to tackle the attacks, the closed-loop system is modeled as a hybrid system with memory. To analyze the stability of the distributed switched algorithm, a Lyapunov functional is constructed, by which we show the uniform global asymptotic stability of the equilibrium. Finally, an example is given to illustrate our results.

Topics & Concepts

Nash equilibriumDwell timeLyapunov functionExponential stabilityComputer scienceControl theory (sociology)Epsilon-equilibriumStability (learning theory)Double integratorMathematical optimizationBest responseMathematicsControl (management)Nonlinear systemMedicineClinical psychologyArtificial intelligencePhysicsQuantum mechanicsMachine learningMathematical and Theoretical Epidemiology and Ecology ModelsDistributed Control Multi-Agent SystemsAdaptive Dynamic Programming Control
Robust Distributed Nash Equilibrium Seeking for Games Under Attacks and Communication Delays | Litcius