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作者:Sanjari, Sina; Yuksel, Serdar
作者单位:Queens University - Canada
摘要:We study stochastic static teams with countably infinite number of decision makers (DMs), with the goal of obtaining (globally) optimal policies under a decentralized information structure. We present sufficient conditions to connect the concepts of team optimality and person-byperson optimality for static teams with countably infinite number of DMs. We show that under uniform integrability and uniform convergence conditions, an optimal policy for static teams with countably infinite number of...
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作者:Sanjeevini, Sneha; Bernstein, Dennis S.
作者单位:University of Michigan System; University of Michigan
摘要:Transmission zeros can be counted by using the Smith-McMillan form, pole/zero modules, or the dimension of the largest output-nulling invariant subspace. This article provides an alternative approach by showing that the number of transmission zeros of a multiple-input-multiple-output (MIMO) transfer function is given in terms of the defect of a block Toeplitz matrix and the defect of an augmented matrix consisting of an observability matrix and the block Toeplitz matrix. It is also shown that ...
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作者:Tanaka, Takashi; Nekouei, Ehsan; Pedram, Ali Reza; Johansson, Karl Henrik
作者单位:University of Texas System; University of Texas Austin; City University of Hong Kong; Royal Institute of Technology
摘要:We consider a dynamic traffic routing game over an urban road network involving a large number of drivers in which each driver selecting a particular route is subject to a penalty that is affine in the logarithm of the number of drivers selecting the same route. We show that the mean-field approximation of such a game leads to the so-called linearly solvable Markov decision process, implying that its mean-field equilibrium (MFE) can be found simply by solving a finite-dimensional linear system...
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作者:Yuan, Deming; Hong, Yiguang; Ho, Daniel W. C.; Xu, Shengyuan
作者单位:Nanjing University of Science & Technology; Chinese Academy of Sciences; Academy of Mathematics & System Sciences, CAS; City University of Hong Kong
摘要:In this article, we consider an online distributed composite optimization problem over a timevarying multiagent network that consists of multiple interacting nodes, where the objective function of each node consists of two parts: a loss function that changes over time and a regularization function. This problem naturally arises in many real-world applications ranging from wireless sensor networks to signal processing. We propose a class of online distributed optimization algorithms that are ba...
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作者:Ramazi, Pouria; Cao, Ming
作者单位:University of Alberta; University of Groningen
摘要:To understand the emergence and sustainment of cooperative behavior in interacting collectives, we perform global convergence analysis for replicator dynamics of a large, well-mixed population of individuals playing a repeated snowdrift game with four typical strategies, which are always cooperate (ALLC), tit-for-tat (TFT), suspicious tit-for-tat (STFT), and always defect (ALLD). The dynamical model is a 3-D ordinary differential equation (ODE) system that is parameterized by the payoffs of th...
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作者:Bhatt, Sujay; Krishnamurthy, Vikram
作者单位:Baidu; Cornell University
摘要:A sequence of social sensors estimates an unknown parameter (modeled as a state of nature) by performing Bayesian social learning, and myopically optimizes individual reward functions. The decisions of the social sensors contain quantized information about the underlying state. How should a fusion center dynamically incentivize the social sensors for acquiring information about the underlying state? This article presents five results. First, sufficient conditions on the model parameters are pr...
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作者:Cacace, Filippo; Germani, Alfredo; Manes, Costanzo
作者单位:University Campus Bio-Medico - Rome Italy; University of L'Aquila
摘要:In this article, we propose an observer for a class of Lipschitz nonlinear systems affected by time-varying and known measurement delays, which is an improvement of the one presented by Cacace et al., 2014. Under the assumption that the delay function is piecewise continuous and differentiable, we prove that exponential convergence to zero of the observation error can be achieved with any desired decay rate, by suitably tuning a gain vector. The delay bound achieved with the observer proposed ...
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作者:Subotic, Irina; Gross, Dominic; Colombino, Marcello; Doerfler, Florian
作者单位:Swiss Federal Institutes of Technology Domain; ETH Zurich; University of Wisconsin System; University of Wisconsin Madison
摘要:In this article, we present a Lyapunov framework for establishing stability with respect to a compact set for a nested interconnection of nonlinear dynamical systems ordered from slow to fast according to their convergence rates, where each of the dynamics is influenced only by the slower dynamics and the successive fastest one. The proposed approach explicitly considers more than two time scales, it does not require modeling multiple time scales via scalar time constants, and provides analyti...
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作者:Tedone, Fabio; Palladino, Michele
作者单位:Gran Sasso Science Institute (GSSI)
摘要:This article proposes a new framework for modeling control systems, in which a dynamic friction occurs. The model consists of a controlled differential inclusion with a discontinuous right-hand side, which still preserves existence and uniqueness of the solution for each given input function u(t). Under general hypotheses, we are able to derive the Hamilton-Jacobi-Bellman equation for the related free-time-optimal control problem and to characterize the value function as the unique locally Lip...
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作者:Holicki, Tobias; Scherer, Carsten W.
作者单位:University of Stuttgart
摘要:We provide a convex solution to the robust gain-scheduled estimation problem based on integral quadratic constraints with dynamic D-scalings for both the uncertain and the scheduled component. This closes an important gap since, so far, merely static scalings could be used for the scheduled component in estimation problems. To this end, we provide novel synthesis criteria in terms of linear matrix inequalities for the design of nominal gain-scheduled estimators that allow for a direct combinat...