1 citations · 2 across the 13 of their papers we have counts for
13 papers
The Silence that Speaks: Neural Estimation via Communication Gaps
Shubham Aggarwal, Dipankar Maity, Tamer Başar
Accurate remote state estimation is a fundamental component of many autonomous and networked dynamical systems, where multiple decision-making agents interact and communicate over…
InterQ: A DQN Framework for Optimal Intermittent Control
Shubham Aggarwal, Dipankar Maity, Tamer Başar
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…
Communication and Control Co-design in Non-cooperative Games
Shubham Aggarwal, Tamer Başar, Dipankar Maity
In this article, we revisit a communication-control co-design problem for a class of two-player stochastic differential games on an infinite horizon. Each 'player' represents two a…
Distributed Offloading in Multi-Access Edge Computing Systems: A Mean-Field Perspective
Shubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu +2
Multi-access edge computing (MEC) technology is a promising solution to assist power-constrained IoT devices by providing additional computing resources for time-sensitive tasks. I…
Fully Decentralized Computation Offloading in Priority-Driven Edge Computing Systems
Shubham Aggarwal, Melih Bastopcu, Muhammad Aneeq uz Zaman +3
We develop a novel framework for fully decentralized offloading policy design in multi-access edge computing (MEC) systems. The system comprises power-constrained user equipmen…
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…
Best Response Strategies for Asymmetric Sensing in Linear-Quadratic Differential Games
Shubham Aggarwal, Tamer Başar, Dipankar Maity
In this paper, we revisit the two-player continuous-time infinite-horizon linear quadratic differential game problem, where one of the players can sample the state of the system on…
Fully Decentralized Task Offloading in Multi-Access Edge Computing Systems
Shubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu +2
We consider the problem of task offloading in multi-access edge computing (MEC) systems constituting devices assisted by an edge server (ES), where the devices can split task e…
Policy Optimization finds Nash Equilibrium in Regularized General-Sum LQ Games
Muhammad Aneeq uz Zaman, Shubham Aggarwal, Melih Bastopcu +1
In this paper, we investigate the impact of introducing relative entropy regularization on the Nash Equilibria (NE) of General-Sum -agent games, revealing the fact that the NE o…
Large Population Games on Constrained Unreliable Networks
Shubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu +1
This paper studies an --agent cost-coupled game where the agents are connected via an unreliable capacity constrained network. Each agent receives state information over that ne…
Weighted Age of Information based Scheduling for Large Population Games on Networks
Shubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu +1
In this paper, we consider a discrete-time multi-agent system involving cost-coupled networked rational agents solving a consensus problem and a central Base Station (BS), sche…
How does a Rational Agent Act in an Epidemic?
S. Yagiz Olmez, Shubham Aggarwal, Jin Won Kim +4
Evolution of disease in a large population is a function of the top-down policy measures from a centralized planner, as well as the self-interested decisions (to be socially active…
Modeling Presymptomatic Spread in Epidemics via Mean-Field Games
S. Yagiz Olmez, Shubham Aggarwal, Jin Won Kim +4
This paper is concerned with developing mean-field game models for the evolution of epidemics. Specifically, an agent's decision -- to be socially active in the midst of an epidemi…