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We introduce a general framework for reasoning about secrecy and privacy requirements in multiagent systems. Our definitions extend earlier definitions of secrecy and nondeducibility given by Shannon and Sutherland. Roughly speaking, one…

密码学与安全 · 计算机科学 2007-05-23 Kevin R. O'Neill , Joseph Y. Halpern

When creating (open) agent systems it has become common practice to use social concepts such as social practices, norms and conventions to model the way the interactions between the agents are regulated. However, in the literature most…

多智能体系统 · 计算机科学 2021-01-07 René Mellema , Maarten Jensen , Frank Dignum

In multiagent dynamical systems, privacy protection corresponds to avoid disclosing the initial states of the agents while accomplishing a distributed task. The system-theoretic framework described in this paper for this scope, denoted…

系统与控制 · 计算机科学 2020-12-16 Claudio Altafini

System correctness is one of the most crucial and challenging objectives in software and hardware systems. With the increasing evolution of connected and distributed systems, ensuring their correctness requires the use of formal…

计算机科学中的逻辑 · 计算机科学 2023-10-05 Vadim Malvone

This paper presents the overall design of a multi-agent framework for tuning the performance of an application executing in a distributed environment. The multi-agent framework provides services like resource brokering, analyzing…

分布式、并行与集群计算 · 计算机科学 2010-05-13 Sarbani Roy , Saikat Halder , Nandini Mukherjee

Current approaches to AI agent orchestration typically involve building multi-agent frameworks that manage context passing, memory, error handling, and step coordination through code. These frameworks work well for complex, concurrent…

人工智能 · 计算机科学 2026-03-19 Jake Van Clief , David McDermott

Large language models (LLMs) and LLM-based agents are increasingly deployed as assistants in planning and decision making, yet most existing systems are implicitly optimized for a single-principal interaction paradigm, in which the model is…

计算与语言 · 计算机科学 2026-04-29 Shu Yang , Shenzhe Zhu , Hao Zhu , José Ramón Enríquez , Di Wang , Alex Pentland , Michiel A. Bakker , Jiaxin Pei

Multi-agent systems often operate under feedback, adaptation, and non-stationarity, yet many simulation studies retain static decision rules and fixed control parameters. This paper introduces a general adaptive multi-agent learning…

多智能体系统 · 计算机科学 2025-11-26 Roberto Garrone

In this report, we aim at the development of a decentralized abstraction framework for multi-agent systems under coupled constraints, with the possibility for a varying degree of decentralization. The methodology is based on the analysis…

系统与控制 · 计算机科学 2016-10-11 D. Boskos , D. V. Dimarogonas

Multi-agent systems based on large language models, particularly centralized architectures, have recently shown strong potential for complex and knowledge-intensive tasks. However, central agents often suffer from unstable long-horizon…

人工智能 · 计算机科学 2026-01-12 Ruizhe Zhang , Xinke Jiang , Zhibang Yang , Zhixin Zhang , Jiaran Gao , Yuzhen Xiao , Hongbin Lai , Xu Chu , Junfeng Zhao , Yasha Wang

Many researchers have considered multi-agent systems over single-layer networks as models for studying diffusion phenomena. Since real-world networks involve connections between agents with different semantics (e.g., family member, friend,…

多智能体系统 · 计算机科学 2025-03-18 Daniel J. Rosenkrantz , Madhav V. Marathe , Zirou Qiu , S. S. Ravi , Richard E. Stearns

Cognitive agent abstractions can help to engineer intelligent systems across mobile devices. On smartphones, the data obtained from onboard sensors can give valuable insights into the user's current situation. Unfortunately, today's…

人工智能 · 计算机科学 2024-01-25 Jeremias Dötterl , Ralf Bruns , Jürgen Dunkel , Sascha Ossowski

We consider a general problem where an agent is in a multi-agent environment and must plan for herself without any prior information about her opponents. At each moment, this pivotal agent is faced with a trade-off between exploiting her…

多智能体系统 · 计算机科学 2025-02-14 Fengming Zhu , Fangzhen Lin

The multi-agent spatial coverage control problem encompasses a broad research domain, dealing with both dynamic and static deployment strategies, discrete-task assignments, and spatial distribution-matching deployment. Coverage control may…

机器人学 · 计算机科学 2024-07-22 Solmaz Kia , Sonia Martinez

In this work, the concept of a system for analysing social relations between entities using the social network analysis and multi-agent system approaches is presented. The following problems especially appear within the domain of our…

社会与信息网络 · 计算机科学 2013-03-26 Jarosław Koźlak , Anna Zygmunt , Edward Nawarecki

One of the key challenges for multi-agent learning is scalability. In this paper, we introduce a technique for speeding up multi-agent learning by exploiting concurrent and incremental experience sharing. This solution adaptively identifies…

多智能体系统 · 计算机科学 2017-03-07 Dan Garant , Bruno da Silva , Victor Lesser , Chongjie Zhang

We take the position that agent security must be approached as a systems problem: the AI model powering the agent must be treated as an untrusted component, and security invariants must be enforced at the system level. Through this lens,…

This paper makes the first attempt to show how information exchange rules represented by a network having multiple layers (multiplex information networks) can be designed for enabling spatially evolving multiagent formations. Toward this…

最优化与控制 · 数学 2015-07-21 Dzung Tran , Tansel Yucelen

Cloud computing is an opened and distributed network that guarantees access to a large amount of data and IT infrastructure at several levels (software, hardware...). With the increase demand, handling clients' needs is getting increasingly…

多智能体系统 · 计算机科学 2022-06-24 Imen Bouabdallah , Hakima Mellah

Large language model (LLM) agents have shown increasing promise for collaborative task completion. However, existing multi-agent frameworks often rely on static workflows, fixed roles, and limited inter-agent communication, reducing their…

多智能体系统 · 计算机科学 2026-02-13 Chengxuan Xia , Qianye Wu , Sixuan Tian , Yilun Hao