Model Analysis of Human Group Behavior Strategy using Cooperative Agents

Norifumi Watanabe, Kota Itoda

2022

Abstract

Flexible and cooperative human group behavior are realized by changing our intentions and behaviors based on dynamic estimation of other participants’ intention, and also adjustment of self and others’ intention. We analyze human small group behavior using cooperative pattern task in 2D grid world to clarify an individual action selection process including inference of others’ intention and adjustment of intention among participants. In previous research, we have constructed behavior strategy models based on the human behavioral experiments, implemented the models to cooperative agents, and confirmed the goal achievement in almost the same steps to humans in the agent simulations. In this research, we analyze combinations of human behavior strategies realizing group behavior by comparing agent behavior to subjects behavior.

Paper Citation

in Harvard Style

Watanabe N. and Itoda K. (2022). Model Analysis of Human Group Behavior Strategy using Cooperative Agents. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-547-0, pages 299-305. DOI: 10.5220/0010848800003116

in Bibtex Style

@conference{icaart22,
author={Norifumi Watanabe and Kota Itoda},
title={Model Analysis of Human Group Behavior Strategy using Cooperative Agents},
booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2022},
pages={299-305},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010848800003116},
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 - Model Analysis of Human Group Behavior Strategy using Cooperative Agents
SN - 978-989-758-547-0
AU - Watanabe N.
AU - Itoda K.
PY - 2022
SP - 299
EP - 305
DO - 10.5220/0010848800003116