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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 …
Edge intelligence and agnostic robotic paradigm in resource synchronisation and sharing in flexible robotic and facility control system
The agnostic robotic paradigm (ARP) represents a recent development as the use of robots
becomes more common, and there is a need for agnostic robots to cope with rich artificial …
becomes more common, and there is a need for agnostic robots to cope with rich artificial …
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 …
Automatic Design of Robot Swarms under Concurrent Design Criteria: A Study Based on Iterated F‐Race
Automatic design is an appealing approach to realizing robot swarms. In this approach, a
designer specifies a mission that the swarm must perform, and an optimization algorithm …
designer specifies a mission that the swarm must perform, and an optimization algorithm …
QED: Using quality-environment-diversity to evolve resilient robot swarms
In quality-diversity algorithms, the behavioral diversity metric is a key design choice that
determines the quality of the evolved archives. Although behavioral diversity is traditionally …
determines the quality of the evolved archives. Although behavioral diversity is traditionally …
AutoMoDe-arlequin: neural networks as behavioral modules for the automatic design of probabilistic finite-state machines
We present Arlequin, an off-line automatic design method that produces control software for
robot swarms by combining behavioral neural-network modules generated via neuro …
robot swarms by combining behavioral neural-network modules generated via neuro …
The impact of morphological diversity in robot swarms
In nature, morphological diversity enhances functional diversity, however, there is little
swarm (collective) robotics research on the impact of morphological and behavioral (body …
swarm (collective) robotics research on the impact of morphological and behavioral (body …
[PDF][PDF] The automatic off-line design of robot swarms: recent advances and perspectives
The information provided is the sole responsibility of the authors and does not necessarily
reflect the opinion of the members of IRIDIA. The authors take full responsibility for any …
reflect the opinion of the members of IRIDIA. The authors take full responsibility for any …
[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 …
A quality-diversity approach to evolving a repertoire of diverse behaviour-trees in robot swarms
Designing controllers for a swarm of robots such that collaborative behaviour emerges at the
swarm level is known to be challenging. Evolutionary approaches have proved promising …
swarm level is known to be challenging. Evolutionary approaches have proved promising …