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Given a swarm of limited-capability robots, we seek to automatically discover the set of possible emergent behaviors. Prior approaches to behavior discovery rely on human feedback or hand-crafted behavior metrics to represent and evolve…

机器人学 · 计算机科学 2025-02-25 Connor Mattson , Varun Raveendra , Ricardo Vega , Cameron Nowzari , Daniel S. Drew , Daniel S. Brown

This paper proposes a state-machine model for a multi-modal, multi-robot environmental sensing algorithm. This multi-modal algorithm integrates two different exploration algorithms: (1) coverage path planning using variable formations and…

多智能体系统 · 计算机科学 2023-06-08 Vu Phi Tran , Asanka Perera , Matthew A. Garratt , Kathryn Kasmarik , Sreenatha Anavatti

Miniaturization and cost, two of the main attractive factors of swarm robotics, have motivated its use as a solution in object collecting tasks, search & rescue missions, and other applications. However, in the current literature only a few…

多智能体系统 · 计算机科学 2019-06-06 Anthony Chen , John Harwell , Maria Gini

In the last few decades we have witnessed how the pheromone of social insect has become a rich inspiration source of swarm robotics. By utilising the virtual pheromone in physical swarm robot system to coordinate individuals and realise…

机器人学 · 计算机科学 2019-06-06 Xuelong Sun , Tian Liu , Cheng Hu , Qingbin Fu , Shigang Yue

Robot swarms offer the potential to serve a variety of distributed sensing applications. An interesting real-world application that stands to benefit significantly from deployment of swarms is structural monitoring, where traditional sensor…

机器人学 · 计算机科学 2025-07-11 Thiemen Siemensma , Niels de Boer , Bahar Haghighat

Collective motion is one of the most fascinating phenomena observed in the nature. In the last decade, it aroused so much attention in physics, control and robotics fields. In particular, many studies have been done in swarm robotics…

机器人学 · 计算机科学 2019-04-09 Mohsen Raoufi , Ali Emre Turgut , Farshad Arvin

With the advent of inexpensive simple humanoid robots, new classes of robotic questions can be considered experimentally. One of these is collective behavior of groups of humanoid robots, and in particular robot synchronization and…

适应与自组织系统 · 物理学 2013-05-28 Patrick Bechon , Jean-Jacques Slotine

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

Despite significant research, robotic swarms have yet to be useful in solving real-world problems, largely due to the difficulty of creating and controlling swarming behaviors in multi-agent systems. Traditional top-down approaches in which…

机器人学 · 计算机科学 2024-10-23 Ricardo Vega , Kevin Zhu , Connor Mattson , Daniel S. Brown , Cameron Nowzari

Swarm intelligence is a research field that models the collective behavior in swarms of insects or animals. Several algorithms arising from such models have been proposed to solve a wide range of complex optimization problems. In this…

神经与进化计算 · 计算机科学 2014-06-13 Erik Cuevas , Miguel Cienfuegos , Daniel Zaldivar , Marco Perez

Harmful algal blooms occur frequently and deteriorate water quality. A reliable method is proposed in this paper to track algal blooms using a set of autonomous surface robots. A satellite image indicates the existence and initial location…

机器人学 · 计算机科学 2019-03-15 Joana Fonseca , Jieqiang Wei , Karl H. Johansson , Tor Arne Johansen

This article presents a unique framework for deploying decentralized and infrastructure-independent swarms of homogeneous aerial vehicles in the real world without explicit communication. This is a requirement in swarm research, which…

机器人学 · 计算机科学 2023-03-07 Pavel Petracek , Viktor Walter , Tomas Baca , Martin Saska

Effective exploration abilities are fundamental for robot swarms, especially when small, inexpensive robots are employed (e.g., micro- or nano-robots). Random walks are often the only viable choice if robots are too constrained regarding…

机器人学 · 计算机科学 2024-10-23 Vinicius Sartorio , Luigi Feola , Emanuel Estrada , Vito Trianni , Jonata Tyska Carvalho

This paper exhibits a short-run correspondence method appropriate for swarm versatile robots application. Infrared is utilized for transmitting and accepting information and obstruction location. The infrared correspondence code based swarm…

机器人学 · 计算机科学 2016-08-15 Rafiqul Islam , Iftekharul Mobin , Md. Nazmus Shakib , Md Matiur Rahman

There is a lot of waste in an industrial environment that could cause harmful effects to both the products and the workers resulting in product defects, itchy eyes or chronic obstructive pulmonary disease, etc. While automative cleaning…

机器人学 · 计算机科学 2018-11-05 Chuong Le , Huy Xuan Pham , Hung Manh La

Chemotaxis can be defined as an innate behavioural response by an organism to a directional stimulus, in which bacteria, and other single-cell or multicellular organisms direct their movements according to certain chemicals in their…

多智能体系统 · 计算机科学 2016-11-18 Vitorino Ramos , C. M. Fernandes , A. C. Rosa , A. Abraham

We study the limits of linear modeling of swarm behavior by characterizing the inflection point beyond which linear models of swarm collective behavior break down. The problem we consider is a central place object gathering task. We design…

机器人学 · 计算机科学 2022-02-01 John Harwell , Angel Sylvester , Maria Gini

This paper overviews certain radiation detection, perception, and planning challenges for nuclearized robotics that aim to support the waste management and decommissioning mission. To enable the autonomous monitoring, inspection and…

机器人学 · 计算机科学 2017-05-19 Frank Mascarich , Taylor Wilson , Tung Dang , Shehryar Khattak , Christos Papachristos , Kostas Alexis

Applications of large-scale mobile multi-robot systems can be beneficial over monolithic robots because of higher potential for robustness and scalability. Developing controllers for multi-robot systems is challenging because the multitude…

机器人学 · 计算机科学 2024-05-07 Tanja Katharina Kaiser , Heiko Hamann

Tracking movement of mobile nodes has received significant scientific and commercial interest, but long term tracking of resource-constrained mobile nodes remains challenging due to the high energy consumption of satellite receivers.…

网络与互联网体系结构 · 计算机科学 2017-10-13 Vikram Kumar , Neil W. Bergmann , Izanoordina , Raja Jurdak , Branislav Kusy