A multi-agent framework that facilitates decoupled agent functioning

Dave J. Russell, Elizabeth M. Ehlers

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Society is becoming more aware of the impact of Artificial Intelligence and its relevance in everyday scenarios, from search engines to mobile phone assistants. Intelligent agents focus on agents as entities that can act on environments. These agents demonstrate qualities such as autonomy, situational awareness, embodiment, and flexibility. A challenge faced is creating a mechanism for artificial intelligent agents to cross-communicate in a world where technology is disparate and always changing. This constant change leads to numerous problems, from changing protocols and deprecated communication endpoints to information or functionality loss. The research investigates existing frameworks leveraged in agent programming and the standards in place such as the Foundation for Intelligent Physical Agents standard, and the Mobile Agent System Interoperability Facility. The standards are detailed and expanded to leverage modern technologies. The investigation provides the Decoupled Environment Agent Model that abstracts agent functioning from environment execution that is based on the existing standards. In this model, components function as if the they are agents. The model focuses on common interfaces and mechanisms for communication and discovery. The Decoupled Environment Agent System is an implementation of the model that is used to test and provide a mechanism where the various components of the model behave in a consistent simple manner. The information gathered in the research, the model and the results collected identify whether an agent can effectively be loosely coupled from the environment. The implementation shows that it is possible to construct an agent that is decoupled from the functioning environment.

Original languageEnglish
Title of host publicationIntelligent Information Processing IX - 10th IFIP TC 12 International Conference, IIP 2018, Proceedings
EditorsJiuyong Li, Eunika Mercier-Laurent, Zhongzhi Shi
PublisherSpringer New York LLC
Pages109-119
Number of pages11
ISBN (Print)9783030008277
DOIs
Publication statusPublished - 2018
Event10th IFIP International Conference on Intelligent Information Processing, IIP 2018 - Nanning, China
Duration: 19 Oct 201822 Oct 2018

Publication series

NameIFIP Advances in Information and Communication Technology
Volume538
ISSN (Print)1868-4238

Conference

Conference10th IFIP International Conference on Intelligent Information Processing, IIP 2018
Country/TerritoryChina
CityNanning
Period19/10/1822/10/18

Keywords

  • Agent environments
  • Foundation for intelligent physical agents
  • Knowledge query and manipulation language
  • Mobile agent system interoperability facility
  • Multi-agent systems

ASJC Scopus subject areas

  • Information Systems
  • Computer Networks and Communications
  • Information Systems and Management

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