Using Non-Monotonic Logics to Create a Dynamic Framework for a Behavior Support Agent

Johanna Wolff

doi:10.3233/FAIA230125

Using Non-Monotonic Logics to Create a Dynamic Framework for a Behavior Support Agent

Johanna Wolff

Human Media Interaction

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

102 Downloads (Pure)

Abstract

Behavior support agents can assist humans in accomplishing a variety of goals by suggesting actions that promote the desired outcome while being in line with the user’s needs and preferences. In order to make these agents more effective, flexible and responsible, this research aims to create a framework which allows for more interaction between the agent and the user. By using techniques from non-monotonic reasoning, this work aims to model the knowledge base of the agent so that it aligns with the user’s mental model and is able to be modified by the user through new input. In order for the agent to be able to explain its output to the user, the reasoning process needs to be explicit and traceable, which this work intends to incorporate into a logical framework.

Original language	English
Title of host publication	Frontiers in Artificial Intelligence and Applications
Subtitle of host publication	HHAI 2023: Augmenting Human Intellect
Editors	Paul Lukowicz, Sven Mayer, Janin Koch, John Shawe-Taylor, Ilaria Tiddi
Publisher	IOS
Pages	459-469
Number of pages	11
ISBN (Electronic)	978-1-64368-395-9
ISBN (Print)	978-1-64368-394-2
DOIs	https://doi.org/10.3233/FAIA230125
Publication status	Published - 2023
Event	2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2023 - Design Offices Macherei, Munich, Germany Duration: 26 Jun 2023 → 30 Jun 2023 Conference number: 2

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Publisher	IOS Press
Volume	368
ISSN (Print)	0922-6389
ISSN (Electronic)	1879-8314

Conference

Conference	2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2023
Abbreviated title	HHAI 2023
Country/Territory	Germany
City	Munich
Period	26/06/23 → 30/06/23

Keywords

Non-Monotonic Logics
Knowledge Representation
User Modeling
Behaviour support technology

Access to Document

10.3233/FAIA230125Licence: CC BY-NC

ArticleFinal published version, 237 KBLicence: CC BY-NC

Cite this

Wolff, J. (2023). Using Non-Monotonic Logics to Create a Dynamic Framework for a Behavior Support Agent. In P. Lukowicz, S. Mayer, J. Koch, J. Shawe-Taylor, & I. Tiddi (Eds.), Frontiers in Artificial Intelligence and Applications: HHAI 2023: Augmenting Human Intellect (pp. 459-469). (Frontiers in Artificial Intelligence and Applications; Vol. 368). IOS. https://doi.org/10.3233/FAIA230125

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title = "Using Non-Monotonic Logics to Create a Dynamic Framework for a Behavior Support Agent",

abstract = "Behavior support agents can assist humans in accomplishing a variety of goals by suggesting actions that promote the desired outcome while being in line with the user{\textquoteright}s needs and preferences. In order to make these agents more effective, flexible and responsible, this research aims to create a framework which allows for more interaction between the agent and the user. By using techniques from non-monotonic reasoning, this work aims to model the knowledge base of the agent so that it aligns with the user{\textquoteright}s mental model and is able to be modified by the user through new input. In order for the agent to be able to explain its output to the user, the reasoning process needs to be explicit and traceable, which this work intends to incorporate into a logical framework.",

keywords = "Non-Monotonic Logics, Knowledge Representation, User Modeling, Behaviour support technology",

author = "Johanna Wolff",

year = "2023",

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booktitle = "Frontiers in Artificial Intelligence and Applications",

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Wolff, J 2023, Using Non-Monotonic Logics to Create a Dynamic Framework for a Behavior Support Agent. in P Lukowicz, S Mayer, J Koch, J Shawe-Taylor & I Tiddi (eds), Frontiers in Artificial Intelligence and Applications: HHAI 2023: Augmenting Human Intellect. Frontiers in Artificial Intelligence and Applications, vol. 368, IOS, pp. 459-469, 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2023, Munich, Bavaria, Germany, 26/06/23. https://doi.org/10.3233/FAIA230125

Using Non-Monotonic Logics to Create a Dynamic Framework for a Behavior Support Agent. / Wolff, Johanna.
Frontiers in Artificial Intelligence and Applications: HHAI 2023: Augmenting Human Intellect. ed. / Paul Lukowicz; Sven Mayer; Janin Koch; John Shawe-Taylor; Ilaria Tiddi. IOS, 2023. p. 459-469 (Frontiers in Artificial Intelligence and Applications; Vol. 368).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Using Non-Monotonic Logics to Create a Dynamic Framework for a Behavior Support Agent

Abstract

Publication series

Conference

Keywords

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2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2023

Cite this

Using Non-Monotonic Logics to Create a Dynamic Framework for a Behavior Support Agent

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Activities

2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2023

Cite this