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Geometry of information structures, strategic measures and associated stochastic control topologies
In many areas of applied mathematics, decentralization of information is a ubiquitous
attribute affecting how to approach a stochastic optimization, decision and estimation, or …
attribute affecting how to approach a stochastic optimization, decision and estimation, or …
Infinite horizon optimal transmission power control for remote state estimation over fading channels
This paper studies the joint design over an infinite horizon of the transmission power
controller and remote estimator for state estimation over fading channels. A sensor observes …
controller and remote estimator for state estimation over fading channels. A sensor observes …
On team decision problems with nonclassical information structures
AA Malikopoulos - IEEE Transactions on Automatic Control, 2022 - ieeexplore.ieee.org
In this article, we consider sequential dynamic team decision problems with nonclassical
information structures. First, we address the problem from the point of view of a “manager” …
information structures. First, we address the problem from the point of view of a “manager” …
Separation of learning and control for cyber–physical systems
AA Malikopoulos - Automatica, 2023 - Elsevier
Most cyber–physical systems (CPS) encounter a large volume of data which is added to the
system gradually in real time and not altogether in advance. In this paper, we provide a …
system gradually in real time and not altogether in advance. In this paper, we provide a …
[KNYGA][B] Finite Approximations in discrete-time stochastic control
Control and optimization of dynamical systems in the presence of stochastic uncertainty is a
mature field with a large range of applications. A comprehensive treatment of such problems …
mature field with a large range of applications. A comprehensive treatment of such problems …
A universal dynamic program and refined existence results for decentralized stochastic control
S Yüksel - SIAM Journal on Control and Optimization, 2020 - SIAM
For sequential stochastic control problems with standard Borel measurement and control
action spaces, we introduce a general (universally applicable) dynamic programming …
action spaces, we introduce a general (universally applicable) dynamic programming …
Convex analysis in decentralized stochastic control, strategic measures, and optimal solutions
This paper is concerned with the properties of the sets of strategic measures induced by
admissible team policies in decentralized stochastic control and the convexity properties in …
admissible team policies in decentralized stochastic control and the convexity properties in …
Optimality of independently randomized symmetric policies for exchangeable stochastic teams with infinitely many decision makers
We study stochastic teams (known also as decentralized stochastic control problems or
identical interest stochastic dynamic games) with large or countably infinite numbers of …
identical interest stochastic dynamic games) with large or countably infinite numbers of …
Zero-sum games involving teams against teams: Existence of equilibria, and comparison and regularity in information
I Hogeboom-Burr, S Yüksel - Systems & Control Letters, 2023 - Elsevier
Many emerging problems involve teams of agents taking part in a game. Such problems
require a stochastic analysis with regard to the correlation structures among the agents …
require a stochastic analysis with regard to the correlation structures among the agents …
Controlled diffusions under full, partial and decentralized information: Existence of optimal policies and discrete-time approximations
We present existence and discrete-time approximation results on optimal control policies for
continuous-time stochastic control problems under a variety of information structures. These …
continuous-time stochastic control problems under a variety of information structures. These …