A review of artificial intelligence applied to path planning in UAV swarms

A Puente-Castro, D Rivero, A Pazos… - Neural Computing and …, 2022 - Springer
Abstract Path Planning problems with Unmanned Aerial Vehicles (UAVs) are among the
most studied knowledge areas in the related literature. However, few of them have been …

An introduction to swarm robotics

I Navarro, F Matía - International Scholarly Research Notices, 2013 - Wiley Online Library
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 …

The blockchain: a new framework for robotic swarm systems

E Castelló Ferrer - Proceedings of the Future Technologies Conference …, 2019 - Springer
Swarms of robots will revolutionize many industrial applications, from targeted material
delivery to precision farming. However, several of the heterogeneous characteristics that …

Self-organising swarms of firefighting drones: Harnessing the power of collective intelligence in decentralised multi-robot systems

MS Innocente, P Grasso - Journal of Computational Science, 2019 - Elsevier
Swarm intelligence (SI) is concerned with the collective behaviour that emerges from
decentralised self-organising systems, whilst swarm robotics (SR) is an approach to the self …

A survey on swarming with micro air vehicles: Fundamental challenges and constraints

M Coppola, KN McGuire, C De Wagter… - Frontiers in Robotics …, 2020 - frontiersin.org
This work presents a review and discussion of the challenges that must be solved in order to
successfully develop swarms of Micro Air Vehicles (MAVs) for real world operations. From …

Interactive robots in experimental biology

J Krause, AFT Winfield, JL Deneubourg - Trends in ecology & evolution, 2011 - cell.com
Interactive robots have the potential to revolutionise the study of social behaviour because
they provide several methodological advances. In interactions with live animals, the …

An overview of biomimetic robots with animal behaviors

Z Gao, Q Shi, T Fukuda, C Li, Q Huang - Neurocomputing, 2019 - Elsevier
The study of biomimetic robots and that of animal behaviors are mutually-reinforcing and
inseparable. Animals, through long-term evolutionary processes, have developed innate …

Past, present, and future of swarm robotics

AR Cheraghi, S Shahzad, K Graffi - Intelligent Systems and Applications …, 2022 - Springer
Swarm Robotics is an emerging field of adapting the phenomenon of natural swarms to
robotics and a study of robots to mimic natural swarms, like ants and birds, to form a …

Engineering sensorial delay to control phototaxis and emergent collective behaviors

M Mijalkov, A McDaniel, J Wehr, G Volpe - Physical Review X, 2016 - APS
Collective motions emerging from the interaction of autonomous mobile individuals play a
key role in many phenomena, from the growth of bacterial colonies to the coordination of …

Federated reinforcement learning for collective navigation of robotic swarms

S Na, T Rouček, J Ulrich, J Pikman… - … on cognitive and …, 2023 - ieeexplore.ieee.org
The recent advancement of deep reinforcement learning (DRL) contributed to robotics by
allowing automatic controller design. The automatic controller design is a crucial approach …