Reflections on the future of swarm robotics

M Dorigo, G Theraulaz, V Trianni - Science robotics, 2020 - science.org
Reflections on the future of swarm robotics | Science Robotics news careers commentary
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Swarm SLAM: Challenges and perspectives

M Kegeleirs, G Grisetti, M Birattari - Frontiers in Robotics and AI, 2021 - frontiersin.org
A robot swarm is a decentralized system characterized by locality of sensing and
communication, self-organization, and redundancy. These characteristics allow robot …

Automatic design of stigmergy-based behaviours for robot swarms

M Salman, D Garzón Ramos, M Birattari - Communications Engineering, 2024 - nature.com
Stigmergy is a form of indirect communication and coordination in which individuals
influence their peers by modifying the environment in various ways, including rearranging …

Empirical assessment and comparison of neuro-evolutionary methods for the automatic off-line design of robot swarms

K Hasselmann, A Ligot, J Ruddick, M Birattari - Nature communications, 2021 - nature.com
Neuro-evolution is an appealing approach to generating collective behaviors for robot
swarms. In its typical application, known as off-line automatic design, the neural networks …

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 …

Automatically designing robot swarms in environments populated by other robots: an experiment in robot shepherding

DG Ramos, M Birattari - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.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 …

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 …

Transferability in the automatic off-line design of robot swarms: from sim-to-real to embodiment and design-method transfer across different platforms

M Kegeleirs, DG Ramos, K Hasselmann… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
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 …

Automatic modular design of robot swarms based on repertoires of behaviors generated via novelty search

K Hasselmann, A Ligot, M Birattari - Swarm and Evolutionary Computation, 2023 - Elsevier
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 …

Show me what you want: Inverse reinforcement learning to automatically design robot swarms by demonstration

I Gharbi, J Kuckling, DG Ramos… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Automatic design is a promising approach to generating control software for robot swarms.
So far, automatic design has relied on mission-specific objective functions to specify the …