Balancing collective exploration and exploitation in multi-agent and multi-robot systems: A review

HL Kwa, J Leong Kit, R Bouffanais - Frontiers in Robotics and AI, 2022 - frontiersin.org
Multi-agent systems and multi-robot systems have been recognized as unique solutions to
complex dynamic tasks distributed in space. Their effectiveness in accomplishing these …

Automatic design of stigmergy-based behaviours for robot swarms

M Salman, D Garzón Ramos, M Birattari - Communications Engineering, 2024 - nature.com
Stigmergy is a form of indirect communication and coordination in which individuals
influence their peers by modifying the environment in various ways, including rearranging …

The -Unanimity Rule for Self-Organized Decision-Making in Swarms of Robots

A Scheidler, A Brutschy, E Ferrante… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
In this paper, we propose a collective decision-making method for swarms of robots. The
method enables a robot swarm to select, from a set of possible actions, the one that has the …

[HTML][HTML] Sophisticated collective foraging with minimalist agents: a swarm robotics test

MS Talamali, T Bose, M Haire, X Xu, JAR Marshall… - Swarm Intelligence, 2020 - Springer
How groups of cooperative foragers can achieve efficient and robust collective foraging is of
interest both to biologists studying social insects and engineers designing swarm robotics …

Kilogrid: a novel experimental environment for the Kilobot robot

G Valentini, A Antoun, M Trabattoni, B Wiandt… - Swarm Intelligence, 2018 - Springer
We present the Kilogrid, an open-source virtualization environment and data logging
manager for the Kilobot robot, Kilobot for short. The Kilogrid has been designed to extend …

Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms

M Salman, D Garzón Ramos, K Hasselmann… - Frontiers in Robotics …, 2020 - frontiersin.org
Stigmergy is a form of indirect communication and coordination in which agents modify the
environment to pass information to their peers. In nature, animals use stigmergy by, for …

A blockchain-based information market to incentivise cooperation in swarms of self-interested robots

L Van Calck, A Pacheco, V Strobel, M Dorigo… - Scientific Reports, 2023 - nature.com
Robot swarms are generally considered to be composed of cooperative agents that, despite
their limited individual capabilities, can perform difficult tasks by working together. However …

Quality-sensitive foraging by a robot swarm through virtual pheromone trails

A Font Llenas, MS Talamali, X Xu, JAR Marshall… - … conference on swarm …, 2018 - Springer
Large swarms of simple autonomous robots can be employed to find objects clustered at
random locations, and transport them to a central depot. This solution offers system …

Dynamic target searching and tracking with swarm robots based on stigmergy mechanism

Q Tang, Z Xu, F Yu, Z Zhang, J Zhang - Robotics and Autonomous Systems, 2019 - Elsevier
A strategy based on stigmergy mechanism for swarm robots interaction is proposed in this
paper. The stigmergy mechanism refers to an interactive method in which robots …

Stigmergy at work: Planning and navigation for a service robot on an RFID floor

AA Khaliq, A Saffiotti - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
Many species in nature store information in the environment to facilitate the performance of
tasks and enable cooperation. This principle is known as stigmergy. Stigmergy has been …