Competitive Agents for Intelligent Home Automation

Michalski T, Pohling M, Holthaus P (2017)
In: HAI'17 - Proceedings of the 5th International Conference on Human-Agent Interaction. 527-531.

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Conference Paper | Published | English
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Abstract
Technologies that aim to achieve intelligent automation in smart homes typically involve either trigger-action pairs or machine learning. These, however, are often complex to configure or hard to comprehend for the user. To maximize automation efficiency while keeping the configuration simple and the effects comprehensible, we thus explore an alternative agent-based approach. With the help of a survey, we put together a set of intelligent agents that act autonomously in the environment. Conflicts between behaviors, identified with a secondary study, are thereby resolved with a competitive combination of agents. We finally present the draft of a user interface that allows for individual configuration of all agents.
Publishing Year
Conference
International Conference on Human-Agent Interaction
Location
Bielefeld
Conference Date
2017-10-17 – 2017-10-20
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Michalski T, Pohling M, Holthaus P. Competitive Agents for Intelligent Home Automation. In: HAI'17 - Proceedings of the 5th International Conference on Human-Agent Interaction. 2017: 527-531.
Michalski, T., Pohling, M., & Holthaus, P. (2017). Competitive Agents for Intelligent Home Automation. HAI'17 - Proceedings of the 5th International Conference on Human-Agent Interaction, 527-531. doi:10.1145/3125739.3132616
Michalski, T., Pohling, M., and Holthaus, P. (2017). “Competitive Agents for Intelligent Home Automation” in HAI'17 - Proceedings of the 5th International Conference on Human-Agent Interaction 527-531.
Michalski, T., Pohling, M., & Holthaus, P., 2017. Competitive Agents for Intelligent Home Automation. In HAI'17 - Proceedings of the 5th International Conference on Human-Agent Interaction. pp. 527-531.
T. Michalski, M. Pohling, and P. Holthaus, “Competitive Agents for Intelligent Home Automation”, HAI'17 - Proceedings of the 5th International Conference on Human-Agent Interaction, 2017, pp.527-531.
Michalski, T., Pohling, M., Holthaus, P.: Competitive Agents for Intelligent Home Automation. HAI'17 - Proceedings of the 5th International Conference on Human-Agent Interaction. p. 527-531. (2017).
Michalski, Timo, Pohling, Marian, and Holthaus, Patrick. “Competitive Agents for Intelligent Home Automation”. HAI'17 - Proceedings of the 5th International Conference on Human-Agent Interaction. 2017. 527-531.
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