Insect-inspired AI for autonomous robots

GCHE de Croon, JJG Dupeyroux, SB Fuller… - Science robotics, 2022 - science.org
Autonomous robots are expected to perform a wide range of sophisticated tasks in complex,
unknown environments. However, available onboard computing capabilities and algorithms …

[HTML][HTML] Swarm robotics: Simulators, platforms and applications review

C Calderón-Arce, JC Brenes-Torres, R Solis-Ortega - Computation, 2022 - mdpi.com
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 …

When less is more: Robot swarms adapt better to changes with constrained communication

MS Talamali, A Saha, JAR Marshall, A Reina - Science Robotics, 2021 - science.org
To effectively perform collective monitoring of dynamic environments, a robot swarm needs
to adapt to changes by processing the latest information and discarding outdated beliefs. We …

Mean-field models in swarm robotics: A survey

K Elamvazhuthi, S Berman - Bioinspiration & Biomimetics, 2019 - iopscience.iop.org
We present a survey on the application of fluid approximations, in the form of mean-field
models, to the design of control strategies in swarm robotics. Mean-field models that consist …

ARK: Augmented reality for Kilobots

A Reina, AJ Cope, E Nikolaidis… - IEEE Robotics and …, 2017 - ieeexplore.ieee.org
Working with large swarms of robots has challenges in calibration, sensing, tracking, and
control due to the associated scalability and time requirements. Kilobots solve this through …

[HTML][HTML] Collective decision making in dynamic environments

J Prasetyo, G De Masi, E Ferrante - Swarm intelligence, 2019 - Springer
Collective decision making is the ability of individuals to jointly make a decision without any
centralized leadership, but only relying on local interactions. A special case is represented …

[HTML][HTML] Cross-inhibition leads to group consensus despite the presence of strongly opinionated minorities and asocial behaviour

A Reina, R Zakir, G De Masi, E Ferrante - Communications Physics, 2023 - nature.com
Strongly opinionated minorities can have a dramatic impact on the opinion dynamics of a
large population. Two factions of inflexible minorities, polarised into two competing opinions …

Self-organization and artificial life

C Gershenson, V Trianni, J Werfel, H Sayama - Artificial Life, 2020 - ieeexplore.ieee.org
Self-organization can be broadly defined as the ability of a system to display ordered
spatiotemporal patterns solely as the result of the interactions among the system …

Magnitude-sensitivity: rethinking decision-making

A Pirrone, A Reina, T Stafford, JAR Marshall… - Trends in cognitive …, 2022 - cell.com
Magnitude-sensitivity refers to the result that performance in decision-making, across
domains and organisms, is affected by the total value of the possible alternatives. This …

[PDF][PDF] Dynamic UAV swarm deployment for non-uniform coverage

D Albani, T Manoni, D Nardi… - Proceedings of the 17th …, 2018 - aamas.csc.liv.ac.uk
In many monitoring and mapping applications, high-resolution data are required only in
certain areas while others can receive lower attention. To this end, unmanned aerial …