Publication Type
PhD Dissertation
Version
publishedVersion
Publication Date
8-2018
Abstract
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).
Keywords
MDP(Markov Decision process), Resource allocation, Task allocation, Non-dedicated agents, Planning(Multi agent), Uncertainty
Degree Awarded
PhD in Information Systems
Discipline
Databases and Information Systems | Systems Architecture
Supervisor(s)
VARAKANTHAM, Pradeep Reddy
Publisher
Singapore Management University
City or Country
Singapore
Citation
AGRAWAL, Pritee.
Proactive and reactive resource/Task allocation for agent teams in uncertain environments. (2018).
Available at: https://ink.library.smu.edu.sg/etd_coll/174
Copyright Owner and License
Author
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.