Evolving aggregation behaviors in a swarm of robots

2003-01-01
Trianni, V
Gross, R
Labella, TH
Şahin, Erol
Dorigo, M
In this paper, we study aggregation in a swarm of simple robots, called s-bots, having the capability to self-organize and self-assemble to form a robotic system, called a swarm-bot. The aggregation process, observed in many biological systems, is of fundamental importance since it is the prerequisite for other forms of cooperation that involve self-organization and self-assembling. We consider the problem of defining the control system for the swarm-bot using artificial evolution. The results obtained in a simulated 3D environment are presented and analyzed. They show that artificial evolution, exploiting the complex interactions among s-bots and between s-bots and the environment, is able to produce simple but general solutions to the aggregation problem.
ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS

Suggestions

Evolving self-organizing behaviors for a swarm-bot
Dorigo, M; Trianni, V; Şahin, Erol; Gross, R; Labella, TH; Baldassarre, G; Nolfi, S; Deneubourg, JL; Mondada, F; Floreano, D; Gambardella, LM (2004-09-01)
In this paper, we introduce a self-assembling and self-organizing artifact, called a swarm-bot, composed of a swarm of s-bots, mobile robots with the ability to connect to and to disconnect from each other. We discuss the challenges involved in controlling a swarm-bot and address the problem of synthesizing controllers for the swarm-bot using artificial evolution. Specifically, we study aggregation and coordinated motion of the swarm-bot using a physics-based simulation of the system. Experiments, using a s...
Swarm-Bot: Pattern Formation in A Swarm Of Self-Assembling Mobile Robots
Şahin, Erol; Trianni, Vito; Deneubourg, Jean-louis; Rasse, Philip; Floreano, Dario; Gambardella, Luca; Mondada, Francesco; Nolfi, Stefano; Dorigo, Marco (2002-12-01)
In this paper we introduce a new robotic system, called swarm-bot. The system consists of a swarm of mobile robots with the ability to connect to/disconnect from each other to self-assemble into different kinds of structures. First, we describe our vision and the goals of the project. Then we present preliminary results on the formation of patterns obtained from a grid-world simulation of the system.
Design of a Micro Piezo Actuated Gripper for a Swarm Robotic System
Kaygusuz, Batuhan; Turgut, Ali Emre (2016-07-31)
In this paper, we introduced a novel micro swarm robotic platform, called the AttaBot, designed specifically for complex systems and swarm robotics research. The novelty of the AttaBot platform is two-folds. (1) Artificial pheromones are implemented, (2) Each AttaBot has a gripper to grip small discs on the ground. In this way, AttaBot platform can be used in many different swarm scenarios including foraging, collective motion and collective transport. We introduced the design of the AttaBot, focusing mainl...
Designing Social Cues for Collaborative Robots: The Role of Gaze and Breathing in Human-Robot Collaboration
Terzioglu, Yunus; Mutlu, Bilge; Şahin, Erol (2020-01-01)
In this paper, we investigate how collaborative robots, or cobots, typically composed of a robotic arm and a gripper carrying out manipulation tasks alongside human coworkers, can be enhanced with HRI capabilities by applying ideas and principles from character animation. To this end, we modified the appearance and behaviors of a cobot, with minimal impact on its functionality and performance, and studied the extent to which these modifications improved its communication with and perceptions by human collab...
Design of a low-costs warm robotic system for flocking
Demir, Çağrı Ata; Turgut, Ali Emre; Department of Mechanical Engineering (2019)
Swarm robotics is an approach to the coordination of large numbers of robots. The main motivation of this thesis is to study a robotic system designed to do flocking both indoors and outdoors. A walking robot is designed parallel to this purpose. In the first part of thesis, a leg is designed to minimize the displacement of center of mass of robot in vertical axis to eliminate mechanical noise. Mechanism analysis and Matlab optimization tools are utilized in this process. Then, electronic components of robo...
Citation Formats
V. Trianni, R. Gross, T. Labella, E. Şahin, and M. Dorigo, “Evolving aggregation behaviors in a swarm of robots,” ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS, pp. 865–874, 2003, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/55654.