A multi-scale review of the dynamics of collective behaviour: from rapid responses to ontogeny and evolution
CC Ioannou, KL Laskowski - … transactions of the royal …, 2023 - royalsocietypublishing.org
Collective behaviours, such as flocking in birds or decision making by bee colonies, are
some of the most intriguing behavioural phenomena in the animal kingdom. The study of …
some of the most intriguing behavioural phenomena in the animal kingdom. The study of …
A simple cognitive model explains movement decisions in zebrafish while following leaders
While moving, animals must frequently make decisions about their future travel direction,
whether they are alone or in a group. Here we investigate this process for zebrafish (Danio …
whether they are alone or in a group. Here we investigate this process for zebrafish (Danio …
Predicting the long-term collective behaviour of fish pairs with deep learning
Modern computing has enhanced our understanding of how social interactions shape
collective behaviour in animal societies. Although analytical models dominate in studying …
collective behaviour in animal societies. Although analytical models dominate in studying …
The influence of intra-group differences on the flocking and obstacle avoidance movement of multiagent systems
Y Xue, S Xu, XB Chen - ISA transactions, 2023 - Elsevier
In multiagent systems, it can be hard to design individual models due to financial constraints
and design challenges. Given this, most studies use the same models for each individual …
and design challenges. Given this, most studies use the same models for each individual …
The structure inference of flocking systems based on the trajectories
The interaction between the swarm individuals affects the dynamic behavior of the swarm,
but it is difficult to obtain directly from outside observation. Therefore, the problem we focus …
but it is difficult to obtain directly from outside observation. Therefore, the problem we focus …
Applying collective motion models to study discordant individual behaviours within a school of fish
A Trucco - Royal Society Open Science, 2023 - royalsocietypublishing.org
Computational models of collective motion successfully reproduce the most common
behaviours of a school of fish, using only a few elementary interactions between individuals …
behaviours of a school of fish, using only a few elementary interactions between individuals …
Autonomous navigation of smart microswimmers in non-uniform flow fields
K Sankaewtong, JJ Molina, R Yamamoto - Physics of Fluids, 2024 - pubs.aip.org
We employ a combination of direct numerical simulations and deep reinforcement learning
to investigate the autonomous navigation capabilities of smart microswimmers in nonuniform …
to investigate the autonomous navigation capabilities of smart microswimmers in nonuniform …
Predicting long-term collective animal behavior with deep learning
Deciphering the social interactions that govern collective behavior in animal societies has
greatly benefited from advancements in modern computing. Computational models diverge …
greatly benefited from advancements in modern computing. Computational models diverge …
Data-driven discovery of stochastic dynamical equations of collective motion
Coarse-grained descriptions of collective motion of flocking systems are often derived for the
macroscopic or the thermodynamic limit. However, the size of many real flocks falls …
macroscopic or the thermodynamic limit. However, the size of many real flocks falls …
[HTML][HTML] The Influences of Self-Introspection and Credit Evaluation on Self-Organized Flocking
For biological groups, the behaviors of individuals will have an impact on the alignment
efficiency of the collective movement. Motivated by Vicsek's pioneering research on self …
efficiency of the collective movement. Motivated by Vicsek's pioneering research on self …