From Boundary Crossings to Global Connectivity: A Minimal Mechanism in Structured Agent-Based Landscapes

This study investigates a minimal mechanism through which local mobility heterogeneity producesglobal reconfiguration in structured agent-based systems. Agents move in a multi-attractorlandscape, where a small fraction exhibits higher-mobility exploratory dynamics while theremainder remain locally constrained. By systematically comparing random-walk exploration,interface-sensitive dynamics, novelty-biased exploration, and a flat-landscape control, I isolatethe conditions under which large-scale connectivity emerges.As the fraction of exploratory agents increases, the system transitions from a fragmentedregime to an increasingly connected transition network. Event-level analysis shows thatconfigurational switching is strongly localized near inter-attractor boundaries, indicating thatinterfaces act as critical gateways through which transitions occur. These localized eventsaccumulate over time, generating an expanding network of transitions that progressivelyintegrates the landscape.Importantly, the core effect persists under minimal random-walk exploration, demonstrating that neither optimization nor goal-directed behavior is required. By contrast, whenthe landscape structure is removed, connectivity becomes operationally trivial and theboundary-mediated mechanism disappears. This comparison shows that heterogeneous mobility becomes systemically effective only in the presence of a structured landscape. Large-scalereconfiguration emerges from the interaction between movement heterogeneity and spatialconstraints.These results identify a minimal generative principle for global connectivity in agent-basedsystems. Large-scale reconfiguration can arise from simple stochastic dynamics, providedthat movement occurs within a structured environment with meaningful interfaces. Thisshifts the focus from agent-level strategies to system-level organization, highlighting the roleof boundaries as mediators of emergent connectivity

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-12
DOI
https://doi.org/10.5281/zenodo.20145381
Primary Topic
Modular Robots and Swarm Intelligence
Type
preprint
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preprint

From Boundary Crossings to Global Connectivity: A Minimal Mechanism in Structured Agent-Based Landscapes

Fabio Nelli
Zenodo (CERN European Organization for Nuclear Research)
Modular Robots and Swarm Intelligence
preprint

From Boundary Crossings to Global Connectivity: A Minimal Mechanism in Structured Agent-Based Landscapes

Fabio Nelli
preprint en

Abstract

This study investigates a minimal mechanism through which local mobility heterogeneity producesglobal reconfiguration in structured agent-based systems. Agents move in a multi-attractorlandscape, where a small fraction exhibits higher-mobility exploratory dynamics while theremainder remain locally constrained. By systematically comparing random-walk exploration,interface-sensitive dynamics, novelty-biased exploration, and a flat-landscape control, I isolatethe conditions under which large-scale connectivity emerges.As the fraction of exploratory agents increases, the system transitions from a fragmentedregime to an increasingly connected transition network. Event-level analysis shows thatconfigurational switching is strongly localized near inter-attractor boundaries, indicating thatinterfaces act as critical gateways through which transitions occur. These localized eventsaccumulate over time, generating an expanding network of transitions that progressivelyintegrates the landscape.Importantly, the core effect persists under minimal random-walk exploration, demonstrating that neither optimization nor goal-directed behavior is required. By contrast, whenthe landscape structure is removed, connectivity becomes operationally trivial and theboundary-mediated mechanism disappears. This comparison shows that heterogeneous mobility becomes systemically effective only in the presence of a structured landscape. Large-scalereconfiguration emerges from the interaction between movement heterogeneity and spatialconstraints.These results identify a minimal generative principle for global connectivity in agent-basedsystems. Large-scale reconfiguration can arise from simple stochastic dynamics, providedthat movement occurs within a structured environment with meaningful interfaces. Thisshifts the focus from agent-level strategies to system-level organization, highlighting the roleof boundaries as mediators of emergent connectivity

Zenodo (CERN European Organization for Nuclear Research)
Sustainable cities and communities
Modular Robots and Swarm Intelligence
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From Boundary Crossings to Global Connectivity: A Minimal Mechanism in Structured Agent-Based Landscapes — Fabio Nelli · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS