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 …

Ontogeny of collective behaviour

IB Muratore, S Garnier - Philosophical Transactions of the …, 2023 - royalsocietypublishing.org
During their lifetime, superorganisms, like unitary organisms, undergo transformations that
change the machinery of their collective behaviour. Here, we suggest that these …

Behavioural plasticity and the transition to order in jackdaw flocks

H Ling, GE Mclvor, J Westley, K van der Vaart… - Nature …, 2019 - nature.com
Collective behaviour is typically thought to arise from individuals following fixed interaction
rules. The possibility that interaction rules may change under different circumstances has …

Effect of swarm density on collective tracking performance

HL Kwa, J Philippot, R Bouffanais - Swarm Intelligence, 2023 - Springer
How does the size of a swarm affect its collective action? Despite being arguably a key
parameter, no systematic and satisfactory guiding principles exist to select the number of …

Transition from simple to complex contagion in collective decision-making

N Horsevad, D Mateo, RE Kooij, A Barrat… - Nature …, 2022 - nature.com
How does the spread of behavior affect consensus-based collective decision-making among
animals, humans or swarming robots? In prior research, such propagation of behavior on …

Analysis and control of agreement and disagreement opinion cascades

A Franci, A Bizyaeva, S Park, NE Leonard - Swarm Intelligence, 2021 - Springer
We introduce and analyze a continuous time and state-space model of opinion cascades on
networks of large numbers of agents that form opinions about two or more options. By …

[PDF][PDF] Optimal swarm strategy for dynamic target search and tracking

HL Kwa, JL Kit, R Bouffanais - Proceedings of the 19th …, 2020 - aamas.csc.liv.ac.uk
Dynamic target search and tracking represents one of the most challenging problems for
multi-agent systems. Effective strategies are critically needed to address numerous real …

Bibliometric analysis of UAV swarms

Y Jiang, Y Gao, W Song, Y Li… - Journal of systems …, 2022 - ieeexplore.ieee.org
Projects on unmanned aerial vehicle (UAV) swarms have been initiated in a big way in the
last few years, especially from 2015 to 2016. As a result, the number of related works on …

Coherent collective behaviour emerging from decentralised balancing of social feedback and noise

I Rausch, A Reina, P Simoens, Y Khaluf - Swarm Intelligence, 2019 - Springer
Decentralised systems composed of a large number of locally interacting agents often rely
on coherent behaviour to execute coordinated tasks. Agents cooperate to reach a coherent …

A collective adaptive approach to decentralised k-coverage in multi-robot systems

D Pianini, F Pettinari, R Casadei, L Esterle - ACM Transactions on …, 2022 - dl.acm.org
We focus on the online multi-object k-coverage problem (OMOkC), where mobile robots are
required to sense a mobile target from k diverse points of view, coordinating themselves in a …