SAGE: A Logical Agent-Based Environment Monitoring and Control System

SAGE: A Logical Agent-Based Environment Monitoring and Control System
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DOI:
10.1007/978-3-642-05408-2_14
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发表时间:
2009-11
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通讯作者:
K. Broda;K. Clark;Rob Miller;A. Russo
K. Broda;K. Clark;Rob Miller;A. Russo
中科院分区:
其他
文献类型:
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作者:
K. Broda;K. Clark;Rob Miller;A. Russo

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我们提出了SAGE,一个基于计算逻辑的基于代理的环境监测和控制系统。SAGE使用前向链接演绎推理将低级别传感器数据映射到高级别事件,使用多代理溯因推理为这些事件提供可能的解释,并使用目的反应编程对这些解释做出反应,例如收集额外的信息以检查溯因假设。该系统是嵌入在一个发布/订阅架构。
We propose SAGE, an agent-based environment monitoring and control system based on computation logic. SAGE uses forward chaining deductive inference to map low level sensor data to high level events, multi-agent abductive reasoning to provide possible explanations for these events, and teleo-reactive programming to react to these explanations, e.g. to gather extra information to check abduced hypotheses. The system is embedded in a publish/subscribe architecture.