6 papers · 1 filter
Semantic Communication in Multi-team Dynamic Games: A Mean Field Perspective
Shubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu +1
Coordinating communication and control is a key component in the stability and performance of networked multi-agent systems. While single user networked control systems have gained…
Distributed Event-Triggered Nash Equilibrium Seeking for Noncooperative Games
Victor Hugo Pereira Rodrigues, Tiago Roux Oliveira, Miroslav Krstic +1
We propose locally convergent Nash equilibrium seeking algorithms for -player noncooperative games, which use distributed event-triggered pseudo-gradient estimates. The proposed…
Data-Driven Two-Stage Distributionally Robust Dispatch of Multi-Energy Microgrid
Xunhang Sun, Xiaoyu Cao, Bo Zeng +3
This paper studies adaptive distributionally robust dispatch (DRD) of the multi-energy microgrid under supply and demand uncertainties. A Wasserstein ambiguity set is constructed t…
InterQ: A DQN Framework for Optimal Intermittent Control
Shubham Aggarwal, Dipankar Maity, Tamer BaÅar
In this letter, we explore the communication-control co-design of discrete-time stochastic linear systems through reinforcement learning. Specifically, we examine a closed-loop sys…
Lie-Bracket Nash Equilibrium Seeking with Bounded Update Rates for Noncooperative Games
Victor Hugo Pereira Rodrigues, Tiago Roux Oliveira, Miroslav Krstic +1
This paper proposes a novel approach for local convergence to Nash equilibrium in quadratic noncooperative games based on a distributed Lie-bracket extremum seeking control scheme.…
Extremum and Nash Equilibrium Seeking with Delays and PDEs: Designs & Applications
Tiago Roux Oliveira, Miroslav KrstiÄ, Tamer BaÅar
The development of extremum seeking (ES) has progressed, over the past hundred years, from static maps, to finite-dimensional dynamic systems, to networks of static and dynamic age…