智能家居自动化的竞争代理

T. Michalski, M. Pohling, Patrick Holthaus
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引用次数: 1

摘要

旨在实现智能家居智能自动化的技术通常涉及触发-操作对或机器学习。然而,对于用户来说,这些通常配置起来很复杂,或者很难理解。为了最大限度地提高自动化效率,同时保持配置简单和效果可理解,因此我们探索了一种基于代理的替代方法。在一项调查的帮助下,我们将一组在环境中自主行动的智能代理组合在一起。通过二次研究确定的行为之间的冲突,因此可以通过代理的竞争组合来解决。最后,我们给出了一个允许对所有代理进行单独配置的用户界面草案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Competitive Agents for Intelligent Home Automation
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.
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