Leveraging uncertainty in collective opinion dynamics with heterogeneity

V Mengers, M Raoufi, O Brock, H Hamann… - Scientific Reports, 2024 - nature.com
Natural and artificial collectives exhibit heterogeneities across different dimensions,
contributing to the complexity of their behavior. We investigate the effect of two such …

Individuality in Swarm Robots with the Case Study of Kilobots: Noise, Bug, or Feature?

M Raoufi, P Romanczuk, H Hamann - ALIFE 2023: Ghost in the …, 2023 - direct.mit.edu
Inter-individual differences are studied in natural systems, such as fish, bees, and humans,
as they contribute to the complexity of both individual and collective behaviors. However …

Learning from Evolution: Improving Collective Decision-Making Mechanisms using Insights from Evolutionary Robotics

TK Kaiser - Proceedings of the Genetic and Evolutionary …, 2024 - dl.acm.org
Collective decision-making enables multi-robot systems to act autonomously in real-world
environments. Existing collective decision-making mechanisms suffer from the so-called …

Hearing the shape of an arena with spectral swarm robotics

L Cazenille, N Lobato-Dauzier, A Loi, M Ito… - arXiv preprint arXiv …, 2024 - arxiv.org
Swarm robotics promises adaptability to unknown situations and robustness against failures.
However, it still struggles with global tasks that require understanding the broader context in …

Breaking Echo Chambers in Opinion Dynamics with Spatial Information

M Raoufi, H Hamann, P Romanczuk - Artificial Life Conference …, 2024 - direct.mit.edu
The evolution of opinions in collectives is influenced by, and simultaneously influences, the
interaction network. Simple rules like conformity and homophily drive the co-evolution of …

The Impact of Agent Density and Environmental Factors on Target Tracking Swarms

HL Kwa, J Philippot, R Bouffanais - Artificial Life Conference …, 2023 - direct.mit.edu
When sizing a multi-robot swarm, a key quantity to be considered is the swarm's agent
density. In the field of multi-robot and multi-agent systems, it has been acknowledged that …

Distributed Multi-Objective Fixed-time Optimization Algorithm Applied to Multi-Agent Systems

J Chai, Q Lu, B Zhang, Y Yue, X Bai… - 2024 43rd Chinese …, 2024 - ieeexplore.ieee.org
This paper addresses the multi-objective strongly convex optimization problem by designing
a fixed-time optimization based on second-order integral multi-agent systems. The proposed …