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Authors: Mirgita Frasheri ; Baran Cürüklü and Mikael Ekström

Affiliation: Mälardalen University, Sweden

ISBN: 978-989-758-275-2

Keyword(s): Adaptive Autonomy, Multi-agent Systems, Collaborative Agents.

Related Ontology Subjects/Areas/Topics: Agent Models and Architectures ; Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Autonomous Systems ; Bioinformatics ; Biomedical Engineering ; Cooperation and Coordination ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Methodologies and Technologies ; Multi-Agent Systems ; Operational Research ; Simulation ; Software Engineering ; Symbolic Systems

Abstract: Adaptive autonomy (AA) is a behavior that allows agents to change their autonomy levels by reasoning on their circumstances. Previous work has modeled AA through the willingness to interact, composed of willingness to ask and give assistance. The aim of this paper is to investigate, through computer simulations, the behavior of agents given the proposed computational model with respect to different initial configurations, and level of dependencies between agents. Dependency refers to the need for help that one agent has. Such need can be fulfilled by deciding to depend on other agents. Results show that, firstly, agents whose willingness to interact changes during run-time perform better compared to those with static willingness parameters, i.e. willingness with fixed values. Secondly, two strategies for updating the willingness are compared, (i) the same fixed value is updated on each interaction, (ii) update is done on the previous calculated value. The maximum number of completed t asks which need assistance is achieved for (i), given specific initial configurations. (More)

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Paper citation in several formats:
Frasheri, M.; Cürüklü, B. and Ekström, M. (2018). Comparison Between Static and Dynamic Willingness to Interact in Adaptive Autonomous Agents.In Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-275-2, pages 258-267. DOI: 10.5220/0006648002580267

@conference{icaart18,
author={Mirgita Frasheri. and Baran Cürüklü. and Mikael Ekström.},
title={Comparison Between Static and Dynamic Willingness to Interact in Adaptive Autonomous Agents},
booktitle={Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2018},
pages={258-267},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006648002580267},
isbn={978-989-758-275-2},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Comparison Between Static and Dynamic Willingness to Interact in Adaptive Autonomous Agents
SN - 978-989-758-275-2
AU - Frasheri, M.
AU - Cürüklü, B.
AU - Ekström, M.
PY - 2018
SP - 258
EP - 267
DO - 10.5220/0006648002580267

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