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Modifying Behavior Modes of Policy-Aware Autonomous Agents.

Record Type:	Language materials, manuscript : Monograph/item
Title/Author:	Modifying Behavior Modes of Policy-Aware Autonomous Agents./
Author:	Glaze, Sean Conner.
Description:	1 online resource (110 pages)
Notes:	Source: Masters Abstracts International, Volume: 85-11.
Contained By:	Masters Abstracts International85-11.
Subject:	Computer science. -
Online resource:	click for full text (PQDT)
ISBN:	9798382323220

Modifying Behavior Modes of Policy-Aware Autonomous Agents.
Glaze, Sean Conner.

Modifying Behavior Modes of Policy-Aware Autonomous Agents. - 1 online resource (110 pages)

Source: Masters Abstracts International, Volume: 85-11.

Thesis (M.S.)--Miami University, 2024.

Includes bibliographical references

In the field of Artificial Intelligence, the term agent refers to a computer program that is autonomous in making decisions working towards a goal. While goals are determined by the agent's external controller, it is up to the agent to devise a plan to achieve them. Planning becomes more complex as more factors are taken into account. Specifically, we consider an agent's behavior mode with respect to policy compliance as an additional factor. We utilize prior work in the field that defines these behavior modes and how they interact with an agent's policies to develop this proposed agent architecture. This novel architecture allows the controller of an agent to modify its behavior mode while it is executing a plan by utilizing this proposed Answer Set Prolog (ASP) framework for encoding information about the agent's domain and policies, and this proposed Python Component that manages the behavior mode modification process. We also introduce a Graphic User Interface (GUI) for users/controllers to easily interact with an agent under this proposed architecture in a benchmark dynamic domain. This work is evaluated by the correctness of plans generated under this proposed architecture, as well as the usability and understandability of the proposed GUI.

Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2024

Mode of access: World Wide Web

ISBN: 9798382323220Subjects--Topical Terms:

573171
Computer science.
Subjects--Index Terms:

Answer Set PrologIndex Terms--Genre/Form:

554714
Electronic books.

Modifying Behavior Modes of Policy-Aware Autonomous Agents.
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500 $a Advisor: Inclezan, Daniela.
502 $a Thesis (M.S.)--Miami University, 2024.
504 $a Includes bibliographical references
520 $a In the field of Artificial Intelligence, the term agent refers to a computer program that is autonomous in making decisions working towards a goal. While goals are determined by the agent's external controller, it is up to the agent to devise a plan to achieve them. Planning becomes more complex as more factors are taken into account. Specifically, we consider an agent's behavior mode with respect to policy compliance as an additional factor. We utilize prior work in the field that defines these behavior modes and how they interact with an agent's policies to develop this proposed agent architecture. This novel architecture allows the controller of an agent to modify its behavior mode while it is executing a plan by utilizing this proposed Answer Set Prolog (ASP) framework for encoding information about the agent's domain and policies, and this proposed Python Component that manages the behavior mode modification process. We also introduce a Graphic User Interface (GUI) for users/controllers to easily interact with an agent under this proposed architecture in a benchmark dynamic domain. This work is evaluated by the correctness of plans generated under this proposed architecture, as well as the usability and understandability of the proposed GUI.
533 $a Electronic reproduction. $b Ann Arbor, Mich. : $c ProQuest, $d 2024
538 $a Mode of access: World Wide Web
650 4 $a Computer science. $3 573171
650 4 $a Computer engineering. $3 569006
653 $a Answer Set Prolog
653 $a Answer Set Programming
653 $a Agent behavior
653 $a Agent architecture
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