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Cooperative transport and manipulation of heavy or bulky payloads by multiple manipulators requires coordinated formation tracking, while simultaneously enforcing strict safety constraints in varying environments with limited communication…

机器人学 · 计算机科学 2026-03-09 Simiao Zhuang , Bingkun Huang , Zewen Yang

Multi-Robot Task Allocation (MRTA) is a central challenge in decentralized multi-agent systems, where teams of robots must cooperatively assign and execute tasks under limited communication while optimizing global performance objectives.…

机器人学 · 计算机科学 2026-05-22 Jose Rodriguez , Constantine Tarawneh , Sven Koenig , Wenjie Dong , Qi Lu

Control barrier functions (CBFs) provide an effective framework for enforcing safety in dynamical systems with scalar constraints. However, many safety constraints are more naturally expressed as matrix-valued conditions, such as positive…

最优化与控制 · 数学 2026-04-07 Samuel G. Gessow , Pio Ong , Aaron D. Ames , Brett T. Lopez

Assuring system stability is typically a major control design objective. In this paper, we present a system where instability provides a crucial benefit. We consider multi-agent collision avoidance using Control Barrier Functions (CBF) and…

系统与控制 · 电气工程与系统科学 2022-07-12 Mrdjan Jankovic , Mario Santillo , Yan Wang

This paper presents a hierarchical two-stage framework for multi-robot task allocation and trajectory optimization in asymmetric task spaces: (1) a sequential auction allocates tasks using closed-form bid functions, and (2) each robot…

机器人学 · 计算机科学 2026-03-24 Jiachen Li , Soovadeep Bakshi , Jian Chu , Shihao Li , Dongmei Chen

Coordination of radars can be performed in various ways. To be more resilient radar networks can be coordinated in a decentralized way. In this paper, we introduce a highly resilient algorithm for radar coordination based on decentralized…

人工智能 · 计算机科学 2023-08-01 Pierre Larrenie , Cédric Buron , Frédéric Barbaresco

In this paper, we propose a method to avoid "no-solution" situations of the control barrier function (CBF) for distributed collision avoidance in a multiagent autonomous robotic system (MARS). MARS, which is composed of distributed…

机器人学 · 计算机科学 2023-11-14 Hiroki Etchu , Yuki Origane , Daisuke Kurabayashi

This paper tackles the problem of safe and efficient area coverage using a multi-agent system operating in environments with obstacles. Applications such as environmental monitoring and search and rescue require robot swarms to cover large…

系统与控制 · 电气工程与系统科学 2025-12-12 Sungjun Seo , Kooktae Lee

This paper studies a wireless network where multiple users cooperate with each other to improve the overall network performance. Our goal is to design an optimal distributed power allocation algorithm that enables user cooperation, in…

网络与互联网体系结构 · 计算机科学 2016-11-17 Yuan Liu , Meixia Tao , Jianwei Huang

We consider the problem of dynamically allocating tasks to multiple agents under time window constraints and task completion uncertainty. Our objective is to minimize the number of unsuccessful tasks at the end of the operation horizon. We…

机器人学 · 计算机科学 2020-07-28 Shushman Choudhury , Jayesh K. Gupta , Mykel J. Kochenderfer , Dorsa Sadigh , Jeannette Bohg

In this paper, we consider fair assignment of complex requests for Mobility-On-Demand systems. We model the transportation requests as temporal logic formulas that must be satisfied by a fleet of vehicles. We require that the assignment of…

形式语言与自动机理论 · 计算机科学 2024-02-08 Kaier Liang , Cristian-Ioan Vasile

Ensuring fairness in the coordination of connected and automated vehicles at intersections is essential for equitable access, social acceptance, and long-term system efficiency, yet it remains underexplored in safety-critical, real-time…

机器人学 · 计算机科学 2025-11-11 Lei Shi , Yongju Kim , Xinzhi Zhong , Wissam Kontar , Qichao Liu , Soyoung Ahn

The paper provides a framework for the assessment and optimization of the total risk of complex distributed systems. The framework takes into account the risk of each agent, which may arise from heterogeneous sources, as well as the risk…

最优化与控制 · 数学 2025-09-09 Aray Almen , Darinka Dentcheva

In this article, we present a distributed source-seeking and flocking control method for networked multi-agent systems with non-holonomic constraints. Based solely on identical on-board sensor systems, which measure the source local field,…

系统与控制 · 电气工程与系统科学 2026-02-03 Tinghua Li , Bayu Jayawardhana

The paper develops a decentralized resource allocation mechanism for allocating divisible goods with capacity constraints to non-price-taking agents with general concave utilities. The proposed mechanism is always budget balanced,…

最优化与控制 · 数学 2012-02-10 Ali Kakhbod

Safe navigation is essential for autonomous systems operating in hazardous environments, especially when multiple agents must coordinate using only high-dimensional visual observations. While recent approaches successfully combine…

机器人学 · 计算机科学 2026-03-24 Viraj Parimi , Brian C. Williams

In this paper we consider multi-agent navigation with collision avoidance using Control Barrier Functions (CBF). In the case of non-communicating agents, we consider trade-offs between level of safety guarantee and liveness - the ability to…

系统与控制 · 电气工程与系统科学 2020-12-21 Mrdjan Jankovic , Mario Santillo

Decentralized learning is an efficient emerging paradigm for boosting the computing capability of multiple bounded computing agents. In the big data era, performing inference within the distributed and federated learning (DL and FL)…

多智能体系统 · 计算机科学 2022-05-11 Mohamed Ridha Znaidi , Gaurav Gupta , Paul Bogdan

This paper introduces a novel social preference-aware decentralized safe control framework to address the responsibility allocation problem in multi-agent collision avoidance. Considering that agents do not necessarily cooperate in…

多智能体系统 · 计算机科学 2022-06-22 Yiwei Lyu , Wenhao Luo , John M. Dolan

Multi-Agent Reinforcement Learning (MARL) algorithms show amazing performance in simulation in recent years, but placing MARL in real-world applications may suffer safety problems. MARL with centralized shields was proposed and verified in…

多智能体系统 · 计算机科学 2021-03-24 Zhiyuan Cai , Huanhui Cao , Wenjie Lu , Lin Zhang , Hao Xiong