NDLI: Distributed Simulation of Situated Multi-agent Systems

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Distributed Simulation of Situated Multi-agent Systems

Content Provider	ACM Digital Library
Author	Giordano, Andrea Cicirelli, Franco Nigro, Libero
Abstract	This work develops techniques for modeling and distributed simulation of complex situated multi-agent systems, which are highly dynamic and possess an intrinsic spatial character. Each agent owns its spatial coordinates and acts and interacts with its peers in a hosting territory. In a distributed/parallel scenario of a typical situated agent model, the territory represents a huge shared variable. Frequent access by agents to territory information easily becomes a bottleneck degrading system performance and scalability. This paper proposes an original approach and supporting API to distributing situated multi-agent models using actors. The approach exploits time management for resolving conflicts and to achieve data consistency. Approach contribution is twofold: (a) it simplifies M&S tasks by making the modeler unaware of distribution concerns, (b) it is capable of ensuring good model scalability and simulation performance. Practical aspects of the approach are demonstrated by a Tile-World model and its distributed simulation experiments.
Starting Page	28
Ending Page	35
Page Count	8
File Format	PDF
ISBN	9780769545530
ISSN	15506525
DOI	10.1109/DS-RT.2011.11
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2011-09-04
Access Restriction	Subscribed
Subject Keyword	Situated multi-agent systems distributed simulation distributed spatial environment composed logical time actors hla java
Content Type	Text
Resource Type	Article

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