The current state of the art in agent technology sees that several implementations of agent frameworks exist. However, there is little agreement on the terms and concepts used to describe such systems, which is a significant barrier towards adoption of these technologies by industry, military and commercial entities. A clear definition of terms and concepts at an appropriate level of abstraction is needed to facilitate discussion, evaluation and adoption of these emerging agent technologies. In this paper, we argue that a reference model for agent-based systems can fill this need. We discuss what a reference model is, why one is needed for agent-based systems, and our proposed methodology for creating such a reference model. While the complete model is a work in progress, we present a preliminary version to motivate further discussion from the agents community at large. It is our hope that ultimately a wider community of practice will assume responsibility for the standardization similar to the way that the well-known seven-layer Open Systems Interconnection (OSI) reference model was a driving force underlying communications standards.
The current state of the art in agent technology sees that several implementations of agent frameworks exist. However, there is little agreement on the terms and concepts used to describe such systems, which is a significant barrier towards adoption of these technologies by industry, military and commercial entities. A clear definition of terms and concepts at an appropriate level of abstraction is needed to facilitate discussion, evaluation and adoption of these emerging agent technologies. In this paper, we argue that a reference model for agent-based systems can fill this need. We discuss what a reference model is and why one is needed for agent-based systems. While the complete model is a work in progress, we present a preliminary version to motivate further discussion from the agents community at large. It is our hope that ultimately a wider community of practice will assume responsibility for the standardization similar to the way that the well-known seven-layer Open Systems Interconnection (OSI) reference model was a driving force underlying communications standards.
The slow adoption of agent-oriented methodologies as a paradigm for developing industry systems is due in part to their lack of integration and generalpurpose use. There exists a need to define common patterns, relationships between components, and structural qualities that a reference architecture for agentbased systems would solve. However, there is little, if any, consensus on how to create a reference architecture for agent-based systems. This paper presents a methodology for developing a reference architecture that documents agent-based systems from different system viewpoints. Rather than the traditional approach of studying existing systems, the documentation methodology relies on forensic software analysis of agent frameworks (i.e., APIs and libraries for constructing agent systems). We demonstrate the methodology by describing the process used to create the Agent System Reference Architecture.
Complex operational environments require improved tactical mission command capabilities with a high level of interoperability among coalition control and command (C2) systems. This paper focuses on two areas of interest: decision support based on automated planning and Service Oriented Architecture (SOA) for rapid service development. Previous experiments were performed bilaterally by US, France and Germany to focus on collaborative mission planning using Web Services (WSs). The results reported herein were obtained from a unified experiment performed by US, France and Germany involving a common scenario. The operational benefit from the experimentation has been to improve mutual understanding among allied forces, to dynamically plan for assistance among ground support troops (logistics, MEDEVAC, and other areas) as well as to improve their coordination. The effort addressed system design, and integration within an experimental framework. It enabled the evolution of the CERDEC Mission Command Gateway (MCG) architecture as well as a constraint based planner ORTAC, developed by French DGA and Sagem. It takes into account near real-time multimodal Situation Awareness and readiness status from tactical edge units. The trilateral experiment, entitled From Data to Decision included Net-Centric manned and unmanned assets from all three nations (France Germany US) operating as a cohesive coalition force while preserving command and support relationships as required through their respective chains of command.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
hi@scite.ai
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.