A review of swarm robotics tasks

L Bayındır - Neurocomputing, 2016 - Elsevier
Swarm intelligence principles have been widely studied and applied to a number of different
tasks where a group of autonomous robots is used to solve a problem with a distributed …

Disentangling automatic and semi-automatic approaches to the optimization-based design of control software for robot swarms

M Birattari, A Ligot, K Hasselmann - Nature Machine Intelligence, 2020 - nature.com
Optimization-based design is an effective and promising approach to realizing collective
behaviours for robot swarms. Unfortunately, the domain literature often remains vague about …

[图书][B] Swarm robotics: A formal approach

H Hamann - 2018 - Springer
My major motivation to think about swarm robotics is the question of how probabilistic local
actions of small robots sum up to rational global patterns shown by the swarm. For the …

Evolution of collective behaviors for a real swarm of aquatic surface robots

M Duarte, V Costa, J Gomes, T Rodrigues, F Silva… - PloS one, 2016 - journals.plos.org
Swarm robotics is a promising approach for the coordination of large numbers of robots.
While previous studies have shown that evolutionary robotics techniques can be applied to …

Supervisory control theory applied to swarm robotics

YK Lopes, SM Trenkwalder, AB Leal, TJ Dodd… - Swarm Intelligence, 2016 - Springer
Currently, the control software of swarm robotics systems is created by ad hoc development.
This makes it hard to deploy these systems in real-world scenarios. In particular, it is difficult …

AutoMoDe-Chocolate: automatic design of control software for robot swarms

G Francesca, M Brambilla, A Brutschy, L Garattoni… - Swarm Intelligence, 2015 - Springer
We present two empirical studies on the design of control software for robot swarms. In
Study A, Vanilla and EvoStick, two previously published automatic design methods, are …

Property-driven design for robot swarms: A design method based on prescriptive modeling and model checking

M Brambilla, A Brutschy, M Dorigo… - ACM Transactions on …, 2014 - dl.acm.org
In this article, we present property-driven design, a novel top-down design method for robot
swarms based on prescriptive modeling and model checking. Traditionally, robot swarms …

Automatic design of collective behaviors for robots that can display and perceive colors

D Garzón Ramos, M Birattari - Applied Sciences, 2020 - mdpi.com
Research in swarm robotics has shown that automatic design is an effective approach to
realize robot swarms. In automatic design methods, the collective behavior of a swarm is …

AutoMoDe: a modular approach to the automatic off-line design and fine-tuning of control software for robot swarms

M Birattari, A Ligot, G Francesca - … design of machine learning and search …, 2021 - Springer
Although swarm robotics is widely recognized as a promising approach to coordinating
large groups of robots, a general methodology for designing collective behaviors for robot …

Automode-mate: Automatic off-line design of spatially-organizing behaviors for robot swarms

FJ Mendiburu, DG Ramos, MRA Morais… - Swarm and Evolutionary …, 2022 - Elsevier
We present Mate, an automatic off-line design method specialized in the design of spatially-
organizing behaviors for robot swarms. Mate belongs to the family of modular methods …