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Swarm intelligence is all about developing collective behaviours to solve complex, ill-structured and large-scale problems. Efficiency in collective behaviours depends on how to harmonise the individual contributions so that a complementary…

神经与进化计算 · 计算机科学 2015-04-23 Muharrem Düğenci

In this paper, we extended previous studies of cooperating autonomous robots to include situations when environmental changes and changes in the number of robots in the swarm can affect the efficiency to execute tasks assigned to the swarm…

机器人学 · 计算机科学 2019-01-04 Bogdan Czejdo , Wiktor B. Daszczuk , Waldemar Grabski , Sambit Bhattacharya

Collaboration is a central theme in multi-robot systems as tasks and demands increasingly require capabilities that go beyond what any one individual robot possesses. Yet, despite extensive work on cooperative control and coordinated…

系统与控制 · 电气工程与系统科学 2026-03-26 Riwa Karam , Alexander A. Nguyen , Ruoyu Lin , David R. Martin , Diana Morales , Brooks A. Butler , Magnus Egerstedt

Nature is an inhabitant for enormous number of species. All the species do perform complex activities with simple and elegant rules for their survival. The property of emergence of collective behavior is remarkably supporting their…

Purpose: To present an algorithm for spatially sorting objects into an annular structure. Design/Methodology/Approach: A swarm-based model that requires only stochastic agent behaviour coupled with a pheromone-inspired…

人工智能 · 计算机科学 2008-05-13 Martyn Amos , Oliver Don

This paper proposes a novel swarm-based control algorithm for exploration and coverage of unknown environments, while maintaining a formation that permits short-range communication. The algorithm combines two elements: swarm rules for…

机器人学 · 计算机科学 2022-01-26 Vu Phi Tran , Matthew A. Garratt , Kathryn Kasmarik , Sreenatha G. Anavatti

A robotic swarm that is required to operate for long periods in a potentially unknown environment can use both evolution and individual learning methods in order to adapt. However, the role played by the environment in influencing the…

神经与进化计算 · 计算机科学 2018-04-23 Andreas Steyven , Emma Hart , Ben Paechter

Imagine that a swarm of robots is given, these robots must communicate with each other, and they can do so if certain conditions are met. We say that the swarm is connected if there is at least one way to send a message between each pair of…

组合数学 · 数学 2022-11-04 Aarón Atilano , Sebastian Bejos , Christian Rubio-Montiel

We present an approach to the distributed storage of data across a swarm of mobile robots that forms a shared global memory. We assume that external storage infrastructure is absent, and that each robot is capable of devoting a quota of…

机器人学 · 计算机科学 2019-09-12 Nathalie Majcherczyk , Carlo Pinciroli

In this paper, we use simulated swarms of robots to further explore the aggregation dynamics generated by these simple individual mechanisms. Our objective is to study the introduction of "informed robots", and to study how many of these…

多智能体系统 · 计算机科学 2019-03-12 Ziya Firat , Eliseo Ferrante , Yannick Gillet , Elio Tuci

We present a system to coordinate 'urban mobility swarms' in order to promote the use and safety of lightweight, sustainable transit, while enhancing the vibrancy and community fabric of cities. This work draws from behavior exhibited by…

多智能体系统 · 计算机科学 2020-07-15 Alex Berke , Jason Nawyn , Thomas Sanchez Lengeling , Kent Larson

Autonomous swarms of robots can bring robustness, scalability and adaptability to safety-critical tasks such as search and rescue but their application is still very limited. Using semi-autonomous swarms with human control can bring robot…

机器人学 · 计算机科学 2023-03-24 William Hunt , Jack Ryan , Ayodeji O. Abioye , Sarvapali D. Ramchurn , Mohammad D. Soorati

In densely-packed robot swarms operating in confined regions, spatial interference -- which manifests itself as a competition for physical space -- forces robots to spend more time navigating around each other rather than performing the…

机器人学 · 计算机科学 2019-03-12 Siddharth Mayya , Pietro Pierpaoli , Magnus Egerstedt

This paper focuses on coordinating a robot swarm orbiting a convex path without collisions among the individuals. The individual robots lack braking capabilities and can only adjust their courses while maintaining their constant but…

机器人学 · 计算机科学 2024-02-22 Jesús Bautista , Héctor García de Marina

Many new methodologies for the control of large-scale multi-agent systems are based on macroscopic representations of the emerging system dynamics, in the form of continuum approximations of large ensembles. These techniques, that are…

机器人学 · 计算机科学 2024-07-16 Gian Carlo Maffettone , Lorenzo Liguori , Eduardo Palermo , Mario di Bernardo , Maurizio Porfiri

In this paper, we study the problem of controlling a two-dimensional robotic swarm with the purpose of achieving high level and complex spatio-temporal patterns. We use a rich spatio-temporal logic that is capable of describing a wide range…

系统与控制 · 计算机科学 2016-09-21 Iman Haghighi , Sadra Sadraddini , Calin Belta

Swarming is a conspicuous behavioural trait observed in bird flocks, fish shoals, insect swarms and mammal herds. It is thought to improve collective awareness and offer protection from predators. Many current models involve the hypothesis…

定量方法 · 定量生物学 2015-06-22 Daniel J. G. Pearce , A. M. Miller , George Rowlands , Matthew S. Turner

The problem of robotic synchronisation and coordination is a long-standing one. Combining autonomous, computerised systems with unpredictable real-world conditions can have consequences ranging from poor performance to collisions and…

机器人学 · 计算机科学 2026-01-21 Kevin Quinn , Cormac Molloy , Harun Šiljak

Swarm protocols are a recently introduced formalism for specifying, implementing, and verifying peer-to-peer systems called swarms. A swarm consists of distributed agents called machines that communicate by asynchronous event propagation.…

分布式、并行与集群计算 · 计算机科学 2026-04-20 Florian Furbach , Lucas Clorius , Roland Kuhn , Hernán Melgratti , Alceste Scalas , Emilio Tuosto

Despite their growing popularity, swarms of robots remain limited by the operating time of each individual. We present algorithms which allow a human to sculpt a swarm of robots into a shape that persists in space perpetually, independent…

机器人学 · 计算机科学 2024-04-04 Andrew G. Curtis , Mark Yim , Michael Rubenstein