Cover Image

A dynamic measurement of agent autonomy in the layered adjustable autonomy model

In a dynamically interactive systems that contain a mix of humans' and software agents' intelligence, managing autonomy is a challenging task. Giving an agent a complete control over its autonomy is a risky practice while manually setting the agent's autonomy level is an inefficient a...

Full description

Saved in:
Bibliographic Details
Main Authors: Mostafa, S.A., Ahmad, M.S., Ahmad, A., Annamalai, M., Mustapha, A.
Format: Article
Language:English
Published: 2017
Subjects:
Autonomy measurement attributes
Decision-making
Layered Adjustable Autonomy (LAA)
Multi-agent system (MAS)
Software agent
Online Access:http://dspace.uniten.edu.my:8080/jspui/handle/123456789/3876
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.uniten.dspace-3876
record_format dspace
spelling my.uniten.dspace-38762017-11-01T08:28:20Z A dynamic measurement of agent autonomy in the layered adjustable autonomy model Mostafa, S.A. Ahmad, M.S. Ahmad, A. Annamalai, M. Mustapha, A. Autonomy measurement attributes Decision-making Layered Adjustable Autonomy (LAA) Multi-agent system (MAS) Software agent In a dynamically interactive systems that contain a mix of humans' and software agents' intelligence, managing autonomy is a challenging task. Giving an agent a complete control over its autonomy is a risky practice while manually setting the agent's autonomy level is an inefficient approach. In this paper, we propose an autonomy measurement mechanism and its related formulae for the Layered Adjustable Autonomy (LAA) model. Our model provides a mechanism that optimizes autonomy distribution, consequently, enabling global control of the autonomous agents that guides or even withholds them whenever necessary. This is achieved by formulating intervention rules on the agents' decision-making capabilities through autonomy measurement criteria. Our aim is to create an autonomy model that is flexible and reliable. © Springer International Publishing Switzerland 2014. 2017-10-31T08:29:28Z 2017-10-31T08:29:28Z 2014 Article http://dspace.uniten.edu.my:8080/jspui/handle/123456789/3876 10.1007/978-3-319-01787-7_3 2-s2.0-84958534584 en Studies in Computational Intelligence
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
topic Autonomy measurement attributes
Decision-making
Layered Adjustable Autonomy (LAA)
Multi-agent system (MAS)
Software agent
spellingShingle Autonomy measurement attributes
Decision-making
Layered Adjustable Autonomy (LAA)
Multi-agent system (MAS)
Software agent
Mostafa, S.A.
Ahmad, M.S.
Ahmad, A.
Annamalai, M.
Mustapha, A.
A dynamic measurement of agent autonomy in the layered adjustable autonomy model
description In a dynamically interactive systems that contain a mix of humans' and software agents' intelligence, managing autonomy is a challenging task. Giving an agent a complete control over its autonomy is a risky practice while manually setting the agent's autonomy level is an inefficient approach. In this paper, we propose an autonomy measurement mechanism and its related formulae for the Layered Adjustable Autonomy (LAA) model. Our model provides a mechanism that optimizes autonomy distribution, consequently, enabling global control of the autonomous agents that guides or even withholds them whenever necessary. This is achieved by formulating intervention rules on the agents' decision-making capabilities through autonomy measurement criteria. Our aim is to create an autonomy model that is flexible and reliable. © Springer International Publishing Switzerland 2014.
format Article
author Mostafa, S.A.
Ahmad, M.S.
Ahmad, A.
Annamalai, M.
Mustapha, A.
author_facet Mostafa, S.A.
Ahmad, M.S.
Ahmad, A.
Annamalai, M.
Mustapha, A.
author_sort Mostafa, S.A.
title A dynamic measurement of agent autonomy in the layered adjustable autonomy model
title_short A dynamic measurement of agent autonomy in the layered adjustable autonomy model
title_full A dynamic measurement of agent autonomy in the layered adjustable autonomy model
title_fullStr A dynamic measurement of agent autonomy in the layered adjustable autonomy model
title_full_unstemmed A dynamic measurement of agent autonomy in the layered adjustable autonomy model
title_sort dynamic measurement of agent autonomy in the layered adjustable autonomy model
publishDate 2017
url http://dspace.uniten.edu.my:8080/jspui/handle/123456789/3876
_version_ 1644493580954238976
score 13.211869

Similar Items