Supporting the Adaptation of Agents' Behavioral Models in Changing Situations by Presentation of Continuity of the Agent's Behavior Model

Yoshimasa Ohmoto, Junya Karasaki, Toyoaki Nishida, Toyoaki Nishida

2022

Abstract

In this study, we attempted to make participants continually estimate an agent’s behavioral model by having the agent itself present the continuity of its behavior model during a task. By doing so, we aimed to encourage users to pay attention to changes in the agent’s behavioral model and to make the user continuously change the relationship between themselves and the agent. In order to make the participants continually estimate the agent’s behavioral model, we proposed the method of “presentation of continuity of the agent’s behavior model.” We implemented agents based on this and conducted an experiment using an animal-guiding task in which one human and two agents cooperated. As a result, we were able to significantly increase the degree to which participants paid attention to the agents and induce active interaction behavior. This suggests that the proposed method contributed to maintaining a relationship between the agents and the participant even in changing situations.

Paper Citation

in Harvard Style

Ohmoto Y., Karasaki J. and Nishida T. (2022). Supporting the Adaptation of Agents' Behavioral Models in Changing Situations by Presentation of Continuity of the Agent's Behavior Model. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-547-0, pages 290-298. DOI: 10.5220/0010846500003116

in Bibtex Style

@conference{icaart22,
author={Yoshimasa Ohmoto and Junya Karasaki and Toyoaki Nishida},
title={Supporting the Adaptation of Agents' Behavioral Models in Changing Situations by Presentation of Continuity of the Agent's Behavior Model},
booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2022},
pages={290-298},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010846500003116},
isbn={978-989-758-547-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - Supporting the Adaptation of Agents' Behavioral Models in Changing Situations by Presentation of Continuity of the Agent's Behavior Model
SN - 978-989-758-547-0
AU - Ohmoto Y.
AU - Karasaki J.
AU - Nishida T.
PY - 2022
SP - 290
EP - 298
DO - 10.5220/0010846500003116