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REINFORCEMENT LEARNING-BASED SENSOR DATA MANAGEMENT METHOD AND SYSTEM
REINFORCEMENT LEARNING-BASED SENSOR DATA MANAGEMENT METHOD AND SYSTEM
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机译:基于强化学习的传感器数据管理方法和系统
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摘要
A reinforcement learning-based sensor data management system includes a processor configured to: manage virtualized objects that correspond to sensors included in a sensor network to update data received from each sensor and queries representing a data quality requested by an application; calculate an abstracted action that abstracts a size of an action space of the sensor network based on present state information of the virtualized objects and the queries; calculate scores for virtualized objects based on position relationships between the calculated abstracted action the virtualized objects; and assign priorities to the virtualized objects based on the calculated scores to update data received from the sensors to the virtualized objects according to the priorities.
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