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dc.contributor.advisorBarber, K. Suzanneen
dc.creatorHan, David Ching-Weyen
dc.date.accessioned2012-02-01T18:59:15Zen
dc.date.available2012-02-01T18:59:15Zen
dc.date.created2011-12en
dc.date.issued2012-02-01en
dc.date.submittedDecember 2011en
dc.identifier.urihttp://hdl.handle.net/2152/ETD-UT-2011-12-4486en
dc.descriptiontexten
dc.description.abstractAgents, by definition, (1) are situated in an environment upon which their actions affect changes and (2) have some level of autonomy from the control of humans or other agents. Being situated requires that the agent have a mechanism for sensing the environment as well as actuators for changing the environment. Autonomy implies that each agent has the freedom to make their own decisions. Rational agents are those agents that decide to execute actions that are in their “best interests” according to their desires, using a model of those desires on which they make those decisions. Action selection is complicated due to uncertainty when operating in a dynamic environment or where other actors (agents) can also influence the environment. This dissertation presents an action selection framework and algorithms that are (1) rational with respect to multiple desires and (2) responsive with respect to changing desires. Agents can use the concept of commitments, and the subsequent communication of those commitments, to coordinate their actions and reduce their uncertainty. Coordination is layered on top of this framework by describing and analyzing how commitments affect the agents’ desires in their action selection models. This research uses the domain of UAV surveillance to experimentally explore the balance between under-commitment and over-commitment. Where previous approaches concentrate on the semantics of commitment, this research concentrates on the pragmatics of commitment, describing how to use utility calculations to enable an agent to decide when making a commitment is in its best interests.en
dc.format.mimetypeapplication/pdfen
dc.language.isoengen
dc.subjectAutonomous agentsen
dc.subjectAction selectionen
dc.subjectCommitmenten
dc.subjectUAVen
dc.titleAction selection and coordination of autonomous agents for UAV surveillanceen
dc.date.updated2012-02-01T18:59:22Zen
dc.identifier.slug2152/ETD-UT-2011-12-4486en
dc.contributor.committeeMemberArapostathis, Aristotleen
dc.contributor.committeeMemberAziz, Adnanen
dc.contributor.committeeMemberLifschitz, Vladimiren
dc.contributor.committeeMemberStone, Peteren
dc.description.departmentElectrical and Computer Engineeringen
dc.type.genrethesisen
thesis.degree.departmentElectrical and Computer Engineeringen
thesis.degree.disciplineElectrical and Computer Engineeringen
thesis.degree.grantorUniversity of Texas at Austinen
thesis.degree.levelDoctoralen
thesis.degree.nameDoctor of Philosophyen


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