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A multi-agent framework for dynamic task assignment and delegation in task distribution

Agent-based systems are deployed in distributed data and control environments where resources usage are claimed to be more efficient. Researches have shown that intelligent agents offer excellent performance in distributed environments influenced by their autonomous or semi-autonomous actions with m...

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Main Authors: Khamees Itaiwi A.-M., Ahmad M.S., Abd Hamid N.H., Jaafar N.H., Mahmoud M.A.
Other Authors: 55247272600
Format: Conference paper
Published: 2023
Subjects:
multi-agents system
Role delegation
software agents
task assignment
Information science
Intelligent agents
Multi agent systems
Software agents
Agent-based systems
Control environment
Distributed data
Distributed environments
Dynamic tasks
Excellent performance
Human intervention
Human society
Model agents
Multi agent system (MAS)
Multi-agents systems
Multiagent framework
Optimum performance
Society of agents
Task assignment
Task constraints
Task distribution
Technology
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id my.uniten.dspace-30294
record_format dspace
spelling my.uniten.dspace-302942023-12-29T15:46:24Z A multi-agent framework for dynamic task assignment and delegation in task distribution Khamees Itaiwi A.-M. Ahmad M.S. Abd Hamid N.H. Jaafar N.H. Mahmoud M.A. 55247272600 56036880900 58458269600 26325621400 55247787300 multi-agents system Role delegation software agents task assignment Information science Intelligent agents Multi agent systems Software agents Agent-based systems Control environment Distributed data Distributed environments Dynamic tasks Excellent performance Human intervention Human society Model agents Multi agent system (MAS) Multi-agents systems Multiagent framework Optimum performance Role delegation Society of agents Task assignment Task constraints Task distribution Technology Agent-based systems are deployed in distributed data and control environments where resources usage are claimed to be more efficient. Researches have shown that intelligent agents offer excellent performance in distributed environments influenced by their autonomous or semi-autonomous actions with minimal human intervention. Assigned with roles, these agents are thus viewed as human-like societies that are capable of planning, coordinating, and executing tasks to achieve their goals. In a similar fashion, we model agents in our work based on the peculiarities of human society to achieve optimum performance in a dynamic multi-skills environment. Due to time and task constraints, agents are assigned with multiple roles and perform various other tasks. In this paper, we discuss a framework for dynamic task assignment and delegation in handling multi-task problems for a society of agents to achieve a common goal in allocated time. To test the framework, we adopt and animate the Final Examination Paper Preparation (FEPP) process in a multi-agent system that involves a number of faculty branches where multiple and dynamic task delegations are possible. � 2012 IEEE. Final 2023-12-29T07:46:24Z 2023-12-29T07:46:24Z 2012 Conference paper 10.1109/ICCISci.2012.6297261 2-s2.0-84867909170 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867909170&doi=10.1109%2fICCISci.2012.6297261&partnerID=40&md5=0d1f3c9ce0192355889be7fe29a0b843 https://irepository.uniten.edu.my/handle/123456789/30294 1 6297261 318 323 Scopus
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/
topic multi-agents system
Role delegation
software agents
task assignment
Information science
Intelligent agents
Multi agent systems
Software agents
Agent-based systems
Control environment
Distributed data
Distributed environments
Dynamic tasks
Excellent performance
Human intervention
Human society
Model agents
Multi agent system (MAS)
Multi-agents systems
Multiagent framework
Optimum performance
Role delegation
Society of agents
Task assignment
Task constraints
Task distribution
Technology
spellingShingle multi-agents system
Role delegation
software agents
task assignment
Information science
Intelligent agents
Multi agent systems
Software agents
Agent-based systems
Control environment
Distributed data
Distributed environments
Dynamic tasks
Excellent performance
Human intervention
Human society
Model agents
Multi agent system (MAS)
Multi-agents systems
Multiagent framework
Optimum performance
Role delegation
Society of agents
Task assignment
Task constraints
Task distribution
Technology
Khamees Itaiwi A.-M.
Ahmad M.S.
Abd Hamid N.H.
Jaafar N.H.
Mahmoud M.A.
A multi-agent framework for dynamic task assignment and delegation in task distribution
description Agent-based systems are deployed in distributed data and control environments where resources usage are claimed to be more efficient. Researches have shown that intelligent agents offer excellent performance in distributed environments influenced by their autonomous or semi-autonomous actions with minimal human intervention. Assigned with roles, these agents are thus viewed as human-like societies that are capable of planning, coordinating, and executing tasks to achieve their goals. In a similar fashion, we model agents in our work based on the peculiarities of human society to achieve optimum performance in a dynamic multi-skills environment. Due to time and task constraints, agents are assigned with multiple roles and perform various other tasks. In this paper, we discuss a framework for dynamic task assignment and delegation in handling multi-task problems for a society of agents to achieve a common goal in allocated time. To test the framework, we adopt and animate the Final Examination Paper Preparation (FEPP) process in a multi-agent system that involves a number of faculty branches where multiple and dynamic task delegations are possible. � 2012 IEEE.
author2 55247272600
author_facet 55247272600
Khamees Itaiwi A.-M.
Ahmad M.S.
Abd Hamid N.H.
Jaafar N.H.
Mahmoud M.A.
format Conference paper
author Khamees Itaiwi A.-M.
Ahmad M.S.
Abd Hamid N.H.
Jaafar N.H.
Mahmoud M.A.
author_sort Khamees Itaiwi A.-M.
title A multi-agent framework for dynamic task assignment and delegation in task distribution
title_short A multi-agent framework for dynamic task assignment and delegation in task distribution
title_full A multi-agent framework for dynamic task assignment and delegation in task distribution
title_fullStr A multi-agent framework for dynamic task assignment and delegation in task distribution
title_full_unstemmed A multi-agent framework for dynamic task assignment and delegation in task distribution
title_sort multi-agent framework for dynamic task assignment and delegation in task distribution
publishDate 2023
_version_ 1806424331860836352
score 13.222552

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