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 …

Exploration and mapping with groups of robots: Recent trends

A Quattrini Li - Current Robotics Reports, 2020 - Springer
Abstract Purpose of Review Multi-robot exploration—ie, the problem of mapping unknown
features of an environment—is fundamental in many tasks, including search and rescue …

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 …

Multi-agent reinforcement learning for dynamic ocean monitoring by a swarm of buoys

M Kouzehgar, M Meghjani… - Global Oceans 2020 …, 2020 - ieeexplore.ieee.org
Autonomous marine environmental monitoring problem traditionally encompasses an area
coverage problem which can only be effectively carried out by a multi-robot system. In this …

Adaptivity: a path towards general swarm intelligence?

HL Kwa, JL Kit, N Horsevad, J Philippot… - Frontiers in Robotics …, 2023 - frontiersin.org
The field of multi-robot systems (MRS) has recently been gaining increasing popularity
among various research groups, practitioners, and a wide range of industries. Compared to …

[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 …

Occupancy Grid Mapping via Resource-Constrained Robotic Swarms: A Collaborative Exploration Strategy

A Rogers, K Eshaghi, G Nejat, B Benhabib - Robotics, 2023 - mdpi.com
This paper addresses the problem of building an occupancy grid map of an unknown
environment using a swarm comprising resource-constrained robots, ie, robots with limited …

Adapting the Exploration–Exploitation Balance in Heterogeneous Swarms: Tracking Evasive Targets

HL Kwa, V Babineau, J Philippot, R Bouffanais - Artificial Life, 2023 - direct.mit.edu
There has been growing interest in the use of multi-robot systems in various tasks and
scenarios. The main attractiveness of such systems is their flexibility, robustness, and …

Heterogeneous swarms for maritime dynamic target search and tracking

HL Kwa, G Tokić, R Bouffanais… - Global Oceans 2020 …, 2020 - ieeexplore.ieee.org
Current strategies employed for maritime target search and tracking are primarily based on
the use of agents following a predetermined path to perform a systematic sweep of a search …

Securing emergent behaviour in swarm robotics

L Chen, SL Ng - Journal of Information Security and Applications, 2022 - Elsevier
Swarm robotics is the study of how a large number of relatively simple robots can be
designed so that a desired collective behaviour emerges from the local interactions among …