When less is more: Robot swarms adapt better to changes with constrained communication
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to adapt to changes by processing the latest information and discarding outdated beliefs.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 …
to adapt to changes by processing the latest information and discarding outdated beliefs. We …
Magnitude-sensitivity: rethinking decision-making
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 …
domains and organisms, is affected by the total value of the possible alternatives. This …
Cross-inhibition leads to group consensus despite the presence of strongly opinionated minorities and asocial behaviour
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 …
large population. Two factions of inflexible minorities, polarised into two competing opinions …
Analysis and control of agreement and disagreement opinion cascades
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 …
networks of large numbers of agents that form opinions about two or more options. By …
Coherent collective behaviour emerging from decentralised balancing of social feedback and noise
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 …
on coherent behaviour to execute coordinated tasks. Agents cooperate to reach a coherent …
Studying speed-accuracy trade-offs in best-of-n collective decision-making through heterogeneous mean-field modelling
To succeed in their objectives, groups of individuals must be able to make quick and
accurate collective decisions on the best among alternatives with different qualities. Group …
accurate collective decisions on the best among alternatives with different qualities. Group …
Collective decision-making in living and artificial systems
Collective decision-making is a fundamental cognitive process required for group
coordination. Typically, this process requires individuals in a group to either reach a …
coordination. Typically, this process requires individuals in a group to either reach a …
Discrete collective estimation in swarm robotics with distributed Bayesian belief sharing
Multi-option collective decision-making is a challenging task in the context of swarm
intelligence. In this paper, we extend the problem of collective perception from simple binary …
intelligence. In this paper, we extend the problem of collective perception from simple binary …
Miscommunication between robots can improve group accuracy in best-of-n decision-making
Making fast and accurate consensus decisions through local communication and
decentralised control in a swarm of simple robots can be a very challenging endeavour. In …
decentralised control in a swarm of simple robots can be a very challenging endeavour. In …
Human-collective collaborative target selection
Robotic collectives are composed of hundreds or thousands of distributed robots using local
sensing and communication that encompass characteristics of biological spatial swarms …
sensing and communication that encompass characteristics of biological spatial swarms …