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Reflections on the future of swarm robotics
Reflections on the future of swarm robotics | Science Robotics news careers commentary
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Swarm SLAM: Challenges and perspectives
A robot swarm is a decentralized system characterized by locality of sensing and
communication, self-organization, and redundancy. These characteristics allow robot …
communication, self-organization, and redundancy. These characteristics allow robot …
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 …
Empirical assessment and comparison of neuro-evolutionary methods for the automatic off-line design of robot swarms
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 …
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 …
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
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 …
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 …
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 …
Show me what you want: Inverse reinforcement learning to automatically design robot swarms by demonstration
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 …
So far, automatic design has relied on mission-specific objective functions to specify the …