Publication:
A conceptual model of layered adjustable autonomy

No Thumbnail Available
Date
2013
Authors
Mostafa S.A.
Ahmad M.S.
Annamalai M.
Ahmad A.
Gunasekaran S.S.
Journal Title
Journal ISSN
Volume Title
Publisher
Springer Verlag
Research Projects
Organizational Units
Journal Issue
Abstract
Autonomy and autonomous agents are currently the most researched topics in autonomous systems. Issues like autonomy adjustment, autonomy level, and the required degree of autonomy to be performed are investigated. Abstracting an autonomy model poses the problem of identifying specific aspects that merit an autonomous system. In this paper, we propose another model of autonomy that conceptualizes autonomy as a spectrum, which is constructed in a layered structure of a multi-agent environment called Layered Adjustable Autonomy (LAA). The autonomy spectrum of the LAA is divided into adjustable-leveled layers. Each of which has distinct attributes and properties that assist an agent in managing the influences of the environment during its decision-making process. The LAA structure is designed to endorse an agent's qualification to make a decision by setting the degree of autonomy to the agent's choice of decision-making. An Autonomy Analysis Module (AAM) is also proposed to control and delegate the agent's actions at specific autonomy levels. Hence, the AAM determines the threshold of the agent autonomy level to act in its qualified layer. Ultimately, the proposed LAA model will be implemented on an air drone for the purpose of testing and refinement. � 2013 Springer-Verlag.
Description
Keywords
adjustable autonomy , autonomous systems , decision-making , Layered Adjustable Autonomy (LAA) , Multi-agent system (MAS) , Software agent , Decision making , Information systems , Multi agent systems , Software agents , Adjustable autonomy , Autonomous systems , Autonomy spectrums , Decision making process , Degree of autonomy , Layered Structures , Multi agent system (MAS) , Multi-agent environment , Autonomous agents
Citation
Collections