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  4. MOSAIK: An Agent-Based Decentralized Control System with Stigmergy for a Transportation Scenario
 
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2023
Conference Paper
Title

MOSAIK: An Agent-Based Decentralized Control System with Stigmergy for a Transportation Scenario

Abstract
We investigate possibilities for implementing the decentralized control of transporters with Semantic Web agents to fulfill a given transportation task. We present the MOSAIK framework as a system to build and simulate agents to control transporters using stigmergy for communication, and self-organize based on local decisions. Our framework uses Semantic Web technologies because the communication paradigm of stigmergy directly maps to the REST constraints of the application architecture of the web. The system achieves self-organization by implementing a combination of simple reflex web agents that coordinate using web resources as environment for stigmergy. Finally, we evaluate our system compared to an agent-based simulation and discuss requirements of decentralized systems on the Semantic Web using stigmergy.
Author(s)
Schmid, Sebastian
Schraudner, Daniel
Harth, Andreas
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Mainwork
The Semantic Web. 20th International Conference, ESWC 2023. Proceedings  
Conference
Extended Semantic Web Conference 2023  
DOI
10.1007/978-3-031-33455-9_41
Language
English
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Keyword(s)
  • Multi-agent system

  • Self-organization

  • Transportation

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