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Swarm Robotics: A Perspective on the Latest Reviewed Concepts and Applications [PDF]
Known as an artificial intelligence subarea, Swarm Robotics is a developing study field investigating bio-inspired collaborative control approaches and integrates a huge collection of agents, reasonably plain robots, in a distributed and decentralized ...
Pollyanna G. Faria Dias +5 more
doaj +4 more sources
Social learning in swarm robotics [PDF]
Abstract In this paper, we present an implementation of social learning for swarm robotics. We consider social learning as a distributed online reinforcement learning method applied to a collective of robots where sensing, acting and coordination are performed on a local basis.
Nicolas Bredeche
exaly +5 more sources
Research on Data Security Communication Scheme of Heterogeneous Swarm Robotics System in Emergency Scenarios [PDF]
In emergency scenarios where the on-site information is completely lacking or the original environmental state has been completely changed, autonomous and mobile swarm robotics are used to quickly build a rescue support system to ensure the safety of ...
Yi Sun, Ying Shao
doaj +2 more sources
Usage of Evolutionary Algorithms in Swarm Robotics and Design Problems [PDF]
In this study, the general structure of swarm robotics is examined. Algorithms inspired by nature, which form the basis of swarm robotics, are introduced.
Levent Türkler +2 more
doaj +2 more sources
An Introduction to Swarm Robotics [PDF]
Swarm robotics is a field of multi-robotics in which large number of robots are coordinated in a distributed and decentralised way. It is based on the use of local rules, and simple robots compared to the complexity of the task to achieve, and inspired by social insects.
Navarro Oiza, Iñaki +1 more
openaire +5 more sources
Swarm Robotics: Simulators, Platforms and Applications Review
This paper presents an updated and broad review of swarm robotics research papers regarding software, hardware, simulators and applications. The evolution from its concept to its real-life implementation is presented.
Cindy Calderón-Arce +2 more
doaj +3 more sources
A Review of Swarm Robotics in a NutShell
A swarm of robots is the coordination of multiple robots that can perform a collective task and solve a problem more efficiently than a single robot. Over the last decade, this area of research has received significant interest from scientists due to its
Muhammad Muzamal Shahzad +6 more
doaj +3 more sources
Towards applied swarm robotics: current limitations and enablers [PDF]
Swarm robotics addresses the design, deployment, and analysis of large groups of robots that collaborate to perform tasks in a decentralized manner. Research in this field has predominantly relied on simulations or small-scale robots with limited sensing,
Miquel Kegeleirs, Mauro Birattari
doaj +2 more sources
From Network Sensors to Intelligent Systems: A Decade-Long Review of Swarm Robotics Technologies [PDF]
Swarm Robotics (SR) is a relatively new field, inspired by the collective intelligence of social insects. It involves using local rules to control and coordinate large groups (swarms) of relatively simple physical robots.
Fouad Chaouki Refis +3 more
doaj +2 more sources
Reinforcement learning for swarm robotics: An overview of applications, algorithms and simulators
Robots such as drones, ground rovers, underwater vehicles and industrial robots have increased in popularity in recent years. Many sectors have benefited from this by increasing productivity while also decreasing costs and certain risks to humans.
Marc-Andrė Blais, Moulay A. Akhloufi
doaj +3 more sources

