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Towards applied swarm robotics: current limitations and enablers
Miquel Kegeleirs1, Mauro Birattari1
1IRIDIA, Université libre de Bruxelles, Brussels, Belgium.
Advancing swarm robotics requires affordable, modern platforms and a broader definition. This enables robot swarms to tackle more real-world tasks and integrate with existing systems for practical deployment.
Area of Science:
- Robotics
- Artificial Intelligence
- Decentralized Systems
Background:
- Swarm robotics research often uses simulations or limited small-scale robots.
- Current limitations hinder widespread commercial and industrial swarm robotics applications.
- A lack of affordable, robust, and modern platforms is a key barrier to deployment.
Purpose of the Study:
- To argue for the development of advanced robotic platforms for swarm robotics.
- To advocate for a broader interpretation of swarm robotics applications.
- To identify pathways for successful real-world deployment of robot swarms.
Main Methods:
- The paper proposes incorporating state-of-the-art technologies like SLAM, computer vision, and reliable communication.
- It suggests a wider definition of swarm robotics to expand its scope.
- Focuses on enabling practical deployment in real-world scenarios.
Main Results:
- Development of advanced platforms can overcome current limitations.
- A broader definition expands potential swarm robotics applications.
- Integration with existing systems facilitates real-world task execution.
Conclusions:
- Advanced robotic platforms and a broader definition are crucial for swarm robotics advancement.
- These advancements will enable robot swarms to address diverse real-world challenges.
- This approach paves the way for successful commercial and industrial adoption of swarm robotics.
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