Distributed Nash Equilibrium Seeking With a Gradient-Based Event-Triggered Mechanism
Kaijie Zhang, Wangli He, Wenli Du, Feng Qian · IEEE Transactions on Cybernetics · 2025
This article investigates the problem of distributed Nash equilibrium (NE) seeking in noncooperative games within a directed communication network. For promoting the efficiency of communication among players, a gradient-based dynamic event-triggered mechanism is proposed, where Zeno behavior is excluded. Moreover, based on the Lyapunov stability theory, we derive sufficient conditions for exponential convergence and demonstrate that the seeking strategy proposed facilitates the convergence of players' actions toward the NE. To illustrate the effectiveness of the proposed strategies, simulation results are presented in a system consisting of five agents.