公开(公告)号：US20140351181A1

公开(公告)日：2014-11-27

申请号：US14286362

申请日：2014-05-23

Applicant: QUALCOMM Incorporated

Inventor： Michael-David Nakayoshi CANOY ,  Anne Katrin Konertz ,  Kiet Chau ,  Kenchin Lai

IPC: G06N99/00 ,  G06N5/04

CPC classification number: G06N20/00 ,  G06N5/04

Abstract: Various embodiments for a learning device to improve the performance of learned behaviors by requesting information from proximate devices within a decentralized system including a learning device method for generating, by the learning device, a first pattern based upon one or more obtained events, determining whether the first pattern exactly matches a known second pattern, determining whether the first pattern matches the second pattern within a predefined threshold in response to determining that the first pattern does not exactly match the second pattern, identifying a missing event of the second pattern in response to determining that the first pattern matches the second pattern within the predefined threshold, and broadcasting, by the learning device, a message requesting data related to the identified missing event. Data received in response to request messages may be used to recognize that the known second pattern is matched.

Abstract translation: 用于学习设备的各种实施例，通过从分散系统内的近端设备请求信息来提高学习行为的性能，包括用于由学习设备基于一个或多个获得的事件生成第一模式的学习设备方法， 第一模式与已知的第二模式精确匹配，响应于确定第一模式与第二模式不完全匹配，确定第一模式是否与预定阈值内的第二模式相匹配，以响应确定第二模式识别第二模式的丢失事件 第一模式与预定阈值内的第二模式相匹配，并且由学习装置广播请求与所识别的丢失事件有关的数据的消息。 可以使用响应于请求消息接收到的数据来识别已知的第二模式是匹配的。