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Online Nash Equilibrium Seeking with Time-Varying Payoff Functions | IEEE Conference Publication | IEEE Xplore

Online Nash Equilibrium Seeking with Time-Varying Payoff Functions


Abstract:

In this paper, we consider the continuous-time Nash equilibrium seeking problem with time-varying payoff functions. To solve the problem, we first propose an extended ver...Show More

Abstract:

In this paper, we consider the continuous-time Nash equilibrium seeking problem with time-varying payoff functions. To solve the problem, we first propose an extended version of distributed gradient play algorithms using exact real-time gradients. Then, we discuss its performance from the perspective of online computation, and show that the proposed algorithm can lead to some small dynamic regret providing that the real-time Nash equilibrium does not change too fast. We finally provide a numerical example to illustrate our design.
Date of Conference: 05-08 July 2024
Date Added to IEEE Xplore: 19 September 2024
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ISSN Information:

Conference Location: Dalian, China

Funding Agency:

School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China
School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China
School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China
School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China

School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China
School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China
School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China
School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China
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