8 papers · 1 filter
Network-Induced Strategic Communication in Opinion Dynamics
Hassan Munif, Anthony Couthures, Vineeth S. Varma +2
Classical opinion dynamics typically assume a fixed mapping from private opinions to public signals, such as linear exchange, saturated signaling, or discrete public actions. In th…
Cooperative and Noncooperative Paradigms for Game-Theoretic Control of Socio-Technical Systems
Tamer BaÅar, Tomohisa Hayakawa, Hideaki Ishii +1
This tutorial presents cooperative and noncooperative game-theoretic frameworks for modeling, learning, and control in socio-technical systems, where human behavior, incentives, in…
The Silence that Speaks: Neural Estimation via Communication Gaps
Shubham Aggarwal, Dipankar Maity, Tamer BaÅar
Accurate remote state estimation is a fundamental component of many autonomous and networked dynamical systems, where multiple decision-making agents interact and communicate over…
Communication and Control Co-design in Non-cooperative Games
Shubham Aggarwal, Tamer BaÅar, 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…
Revisiting Game-Theoretic Control in Socio-Technical Networks: Emerging Design Frameworks and Contemporary Applications
Quanyan Zhu, Tamer BaÅar
Socio-technical networks represent emerging cyber-physical infrastructures that are tightly interwoven with human networks. The coupling between human and technical networks presen…
Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms
Xiangyuan Zhang, Weichao Mao, Saviz Mowlavi +2
We introduce controlgym, a library of thirty-six industrial control settings, and ten infinite-dimensional partial differential equation (PDE)-based control problems. Integrated wi…