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Studying Human-Agent Interactions in Space Invaders

Published: 10 November 2020 Publication History

Abstract

We conducted an exploratory study to investigate human-agent interactions in the context of the Space Invaders game. In the study, the participants experienced an Uncooperative and a Cooperative agent. Although cooperation was unexpected, our results suggest that the participants identified the Cooperative agent as more helpful than the Uncooperative agent, and that they were inclined to reciprocate the helping actions more to the former agent than the latter one. We discuss the possibilities of further using Space Invaders as a practical scenario to study human-agent cooperation.

Supplementary Material

MP4 File (3406499.3418747.mp4)
The video describes our work studying human-agent interactions through a multi-player Space Invaders game. In our study, the participants experienced an Uncooperative and a Cooperative agent. Although cooperation was unexpected, our results suggest that the participants identified the Cooperative agent as more helpful than the Uncooperative agent, and that they were inclined to reciprocate the helping actions more to the former agent than to the latter one.

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Filipa Correia, Samuel Gomes, Samuel Mascarenhas, Francisco S. Melo, and Ana Paiva. 2020. The Dark Side of Embodiment - Teaming Up With Robots VS Disembodied Agents. In Proceedings of Robotics: Science and Systems. Corvalis, Oregon, USA.
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Valerie A Kuhlmeier. 2013. 12 The Social Perception of Helping and Hindering. Social perception: Detection and interpretation of animacy, agency, and intention (2013), 283.
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Jiahao Li, Shen Dong, Erin K Chiou, and Jie Xu. 2020. Reciprocity and Its Neurological Correlates in Human-Agent Cooperation. IEEE Transactions on Human-Machine Systems (2020).
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L.M. Padilla-Walker and G. Carlo. 2014. Prosocial Development: A Multidimensional Approach. Oxford University Press. 2013033916
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Eduardo Ben'itez Sandoval, Jürgen Brandstetter, Mohammad Obaid, and Christoph Bartneck. 2016. Reciprocity in human-robot interaction: a quantitative approach through the prisoner's dilemma and the ultimatum game. International Journal of Social Robotics, Vol. 8, 2 (2016), 303--317.
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Peter Stone, Gal A Kaminka, Sarit Kraus, and Jeffrey S Rosenschein. 2010. Ad hoc autonomous agent teams: Collaboration without pre-coordination. In Twenty-Fourth AAAI Conference on Artificial Intelligence.
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Cited By

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  • (2024)Multiplayer Space Invaders: A Platform for Studying Evolving Fairness Perceptions in Human-Robot InteractionCompanion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction10.1145/3610978.3640687(347-350)Online publication date: 11-Mar-2024
  • (2023)Nonverbal Human Signals Can Help Autonomous Agents Infer Human Preferences for Their BehaviorProceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems10.5555/3545946.3598652(307-316)Online publication date: 30-May-2023
  • (2023)Verbally Soliciting Human Feedback in Continuous Human-Robot CollaborationProceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction10.1145/3568162.3576980(290-300)Online publication date: 13-Mar-2023
  • Show More Cited By

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Published In

cover image ACM Conferences
HAI '20: Proceedings of the 8th International Conference on Human-Agent Interaction
November 2020
304 pages
ISBN:9781450380546
DOI:10.1145/3406499
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Publication History

Published: 10 November 2020

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Author Tags

  1. cooperation
  2. helping
  3. human-agent interaction
  4. multi-player game

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Cited By

View all
  • (2024)Multiplayer Space Invaders: A Platform for Studying Evolving Fairness Perceptions in Human-Robot InteractionCompanion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction10.1145/3610978.3640687(347-350)Online publication date: 11-Mar-2024
  • (2023)Nonverbal Human Signals Can Help Autonomous Agents Infer Human Preferences for Their BehaviorProceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems10.5555/3545946.3598652(307-316)Online publication date: 30-May-2023
  • (2023)Verbally Soliciting Human Feedback in Continuous Human-Robot CollaborationProceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction10.1145/3568162.3576980(290-300)Online publication date: 13-Mar-2023
  • (2022)Perceptions of the Helpfulness of Unexpected Agent AssistanceProceedings of the 10th International Conference on Human-Agent Interaction10.1145/3527188.3561915(41-50)Online publication date: 5-Dec-2022

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