Proactive and reactive resource/Task allocation for agent teams in uncertain environments

Proactive and reactive resource/Task allocation for agent teams in uncertain environments

Synergistic interactions between task/resource allocation and multi-agent coordinated planning/assignment exist in many problem domains such as trans- portation and logistics, disaster rescue, security patrolling, sensor networks, power distribution networks, etc. These domains often feature dynamic...

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Bibliographic Details
Main Author: AGRAWAL, Pritee
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
Subjects:
MDP(Markov Decision process)
Resource allocation
Task allocation
Non-dedicated agents
Planning(Multi agent)
Uncertainty
Databases and Information Systems
Systems Architecture
Online Access:https://ink.library.smu.edu.sg/etd_coll/174
https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1174&context=etd_coll
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Institution: Singapore Management University
Language: English
Description
Summary:Synergistic interactions between task/resource allocation and multi-agent coordinated planning/assignment exist in many problem domains such as trans- portation and logistics, disaster rescue, security patrolling, sensor networks, power distribution networks, etc. These domains often feature dynamic environments where allocations of tasks/resources may have complex dependencies and agents may leave the team due to unforeseen conditions (e.g., emergency, accident or violation, damage to agent, reconfiguration of environment).

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