Recent trends in robot learning and evolution for swarm robotics
J Kuckling - Frontiers in Robotics and AI, 2023 - frontiersin.org
Swarm robotics is a promising approach to control large groups of robots. However,
designing the individual behavior of the robots so that a desired collective behavior emerges …
designing the individual behavior of the robots so that a desired collective behavior emerges …
Automatic design of stigmergy-based behaviours for robot swarms
Stigmergy is a form of indirect communication and coordination in which individuals
influence their peers by modifying the environment in various ways, including rearranging …
influence their peers by modifying the environment in various ways, including rearranging …
Automatic modular design of robot swarms based on repertoires of behaviors generated via novelty search
Several methods have already been proposed to automatically design control software for
robot swarms by assembling predefined modules. Yet, so far, the modules on which these …
robot swarms by assembling predefined modules. Yet, so far, the modules on which these …
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 …
organizing behaviors for robot swarms. Mate belongs to the family of modular methods …
Transferability in the automatic off-line design of robot swarms: from sim-to-real to embodiment and design-method transfer across different platforms
Automatic off-line design is an attractive approach to implementing robot swarms. In this
approach, a designer specifies a mission to be accomplished by the swarm, and an …
approach, a designer specifies a mission to be accomplished by the swarm, and an …
Environment induced emergence of collective behavior in evolving swarms with limited sensing
Designing controllers for robot swarms is challenging, because human developers have
typically no good understanding of the link between the details of a controller that governs …
typically no good understanding of the link between the details of a controller that governs …
Leveraging multi-level modelling to automatically design behavioral arbitrators in robotic controllers
C Baumann, H Birch, A Martinoli - 2022 IEEE/RSJ International …, 2022 - ieeexplore.ieee.org
Automatic control design for robotic systems is becoming more and more popular. However,
this usually involves a significant computational cost, due to the expensive and noisy …
this usually involves a significant computational cost, due to the expensive and noisy …
Learning to Optimise a Swarm of UAVs
The use of Unmanned Aerial Vehicles (UAVs) has shown a drastic increase in interest in the
past few years. Current applications mainly depend on single UAV operations, which face …
past few years. Current applications mainly depend on single UAV operations, which face …
[PDF][PDF] Advances in the automatic modular design of control software for robot swarms: Using neuroevolution to generate modules
K Hasselmann - 2023 - researchgate.net
In swarm robotics, the design problem is one of the most pressing issues of today's research.
Robots in a swarm must be autonomous and are usually individually programmed …
Robots in a swarm must be autonomous and are usually individually programmed …
Automatically designing robot swarms in environments populated by other robots: an experiment in robot shepherding
DG Ramos, M Birattari - arXiv preprint arXiv:2404.18221, 2024 - arxiv.org
Automatic design is a promising approach to realizing robot swarms. Given a mission to be
performed by the swarm, an automatic method produces the required control software for the …
performed by the swarm, an automatic method produces the required control software for the …