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Distributed model predictive control (MPC) has been proven a successful method in regulating the operation of large-scale networks of constrained dynamical systems. This paper is concerned with cooperative distributed MPC in which the…

最优化与控制 · 数学 2021-06-29 Georgios Darivianakis , Angelos Georghiou , John Lygeros

Networked control systems are closed-loop feedback control systems containing system components that may be distributed geographically in different locations and interconnected via a communication network such as the Internet. The quality…

机器人学 · 计算机科学 2023-07-19 Mahsa Noroozi , Kai Wang

Networked control systems are feedback control systems with system components distributed at different locations connected through a communication network. Since the communication network is carried out through the internet and there are…

机器人学 · 计算机科学 2023-03-13 Mahsa Noroozi , Lorenz Kies

We study optimal proportional feedback controllers for spatially invariant systems when the controller has access to delayed state measurements received from different spatial locations. We analyze how delays affect the spatial locality of…

最优化与控制 · 数学 2025-09-12 Luca Ballotta , Juncal Arbelaiz , Vijay Gupta , Luca Schenato , Mihailo R. Jovanović

The impact of communication on decision-making systems has been extensively studied under the assumption of dedicated communication channels. We instead consider communicating through actions, where the message is embedded into the actions…

信息论 · 计算机科学 2025-09-05 Haotian Wu , Gongpu Chen , Deniz Gündüz

This paper studies a large number of homogeneous Markov decision processes where the transition probabilities and costs are coupled in the empirical distribution of states (also called mean-field). The state of each process is not known to…

最优化与控制 · 数学 2020-12-03 Jalal Arabneydi , Amir G. Aghdam

In cooperative multi-agent robotic systems, coordination is necessary in order to complete a given task. Important examples include search and rescue, operations in hazardous environments, and environmental monitoring. Coordination, in…

多智能体系统 · 计算机科学 2023-03-14 Andrea Carron , Danilo Saccani , Lorenzo Fagiano , Melanie N. Zeilinger

We consider the problem of energy-efficient point-to-point transmission of delay-sensitive data (e.g. multimedia data) over a fading channel. Existing research on this topic utilizes either physical-layer centric solutions, namely…

机器学习 · 计算机科学 2017-03-29 Nicholas Mastronarde , Mihaela van der Schaar

Multi-agent systems cooperation to achieve global goals is usually limited by sensing, actuation, and communication issues. At the local level, continuous measurement and actuation is only approximated by the use of digital mechanisms that…

最优化与控制 · 数学 2016-11-18 Eloy Garcia , Yongcan Cao , David W. Casbeer

In this paper, we have reinvestigated probabilistic quantum communication protocols and developed a nontraditional remote state preparation protocol that allows for deterministically transferring information encoded in quantum states using…

量子物理 · 物理学 2023-05-24 Xuanxuan Xin , Yongxing Li , Shiwen He , Chong Li

We propose a provably stabilizing and tractable approach for control of constrained linear systems under intermittent observations and unreliable transmissions of control commands. A smart sensor equipped with a Kalman filter is employed…

最优化与控制 · 数学 2020-04-14 Prabhat K. Mishra , Debasish Chatterjee , Daniel E. Quevedo

We consider a networked control system (NCS) consisting of two plants, a global plant and a local plant, and two controllers, a global controller and a local controller. The global (resp. local) plant follows discrete-time stochastically…

系统与控制 · 计算机科学 2018-02-05 Seyed Mohammad Asghari , Yi Ouyang , Ashutosh Nayyar

Unmanned systems (USs) including unmanned aerial vehicles, unmanned underwater vehicles, and unmanned ground vehicles have great application prospects in military and civil fields, among which the process of finding feasible and optimal…

系统与控制 · 电气工程与系统科学 2022-06-06 Chao Ge , Ge Chen

Communication enables agents to cooperate to achieve their goals. Learning when to communicate, i.e., sparse (in time) communication, and whom to message is particularly important when bandwidth is limited. Recent work in learning sparse…

机器学习 · 计算机科学 2022-12-02 Seth Karten , Mycal Tucker , Siva Kailas , Katia Sycara

The finite state Markov channel (FSMC), where the channel transition probability is controlled by a state undergoing a Markov process, is a useful model for the mobile wireless communication channel. In this paper, we investigate the…

信息论 · 计算机科学 2017-01-06 Bin Dai , Zheng Ma , Yuan Luo

We study a decentralized variant of stochastic approximation, a data-driven approach for finding the root of an operator under noisy measurements. A network of agents, each with its own operator and data observations, cooperatively find the…

机器学习 · 计算机科学 2022-06-17 Sihan Zeng , Thinh T. Doan , Justin Romberg

We study the design of a goal-oriented sampling and scheduling strategy through a channel with highly variable two-way random delay, which can exhibit memory (e.g., Delay and Disruption Tolerant Networks). The objective of the communication…

网络与互联网体系结构 · 计算机科学 2024-07-19 Cagri Ari , Md Kamran Chowdhury Shisher , Elif Uysal , Yin Sun

Proactive dialogue system is able to lead the conversation to a goal topic and has advantaged potential in bargain, persuasion and negotiation. Current corpus-based learning manner limits its practical application in real-world scenarios.…

信息检索 · 计算机科学 2022-04-18 Wenqiang Lei , Yao Zhang , Feifan Song , Hongru Liang , Jiaxin Mao , Jiancheng Lv , Zhenglu Yang , Tat-Seng Chua

Models of context-sensitive communication often use the Rational Speech Act framework (RSA; Frank & Goodman, 2012), which formulates listeners and speakers in a cooperative reasoning process. However, the standard RSA formulation can only…

计算与语言 · 计算机科学 2021-08-13 Jennifer Hu , Roger Levy , Noga Zaslavsky

This paper addresses a fundamental question of multi-agent knowledge distribution: what information should be sent to whom and when, with the limited resources available to each agent? Communication requirements for multi-agent systems can…

多智能体系统 · 计算机科学 2019-03-08 Michael C. Fowler , T. Charles Clancy , Ryan K. Williams