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1. 发明申请

US20100318479A1 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM 有权
标题翻译：信息处理设备，信息处理方法和程序
公开(公告)号：US20100318479A1
公开(公告)日：2010-12-16
申请号：US12791275
申请日：2010-06-01
申请人： Kuniaki NODA , Kohtaro Sabe , Yukiko Yoshiike , Kenta Kawamoto , Kenichi Hidai
发明人： Kuniaki NODA , Kohtaro Sabe , Yukiko Yoshiike , Kenta Kawamoto , Kenichi Hidai
IPC分类号： G06F15/18 , G06N5/02
CPC分类号： G06N3/006 , G06K9/00335 , G06K9/00664 , G06K9/6297
摘要： An information processing device includes: a learning section configured to learn a state transition probability model defined by state transition probability for each action of a state making a state transition due to an action performed by an agent capable of performing action and observation probability of a predetermined observed value being observed from the state, using an action performed by the agent and an observed value observed in the agent when the agent has performed the action.
摘要翻译：一种信息处理装置，包括：学习部，其被配置为：由于能够执行动作的代理以及预定的行为的观察概率，进行状态转换的状态的状态转移概率而定义的状态转移概率模型观察到的值是从状态观察到的，使用由试剂进行的作用和在试剂进行作用时在试剂中观察到的观察值。

2. 发明申请

US20120250981A1 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM 有权
标题翻译：信息处理设备，信息处理方法和程序
公开(公告)号：US20120250981A1
公开(公告)日：2012-10-04
申请号：US13429130
申请日：2012-03-23
申请人： Kuniaki NODA , TAKASHI HASUO , KENTA KAWAMOTO , KOHTARO SABE
发明人： Kuniaki NODA , TAKASHI HASUO , KENTA KAWAMOTO , KOHTARO SABE
IPC分类号： G06K9/34
CPC分类号： G06N99/005
摘要： An information processing device includes a learning unit that performs, using an action performed by an object and an observation value of an image as learning data, learning of a separation learning model that includes a background model that is a model of the background of the image and one or more foreground model(s) that is a model of a foreground of the image, which can move on the background, in which the background model includes a background appearance model indicating the appearance of the background, and at least one among the one or more foreground model(s) includes a transition probability, with which a state corresponding to the position of the foreground on the background is transitioned by an action performed by the object corresponding to the foreground, for each action, and a foreground appearance model indicating the appearance of the foreground.
摘要翻译：信息处理装置包括：学习单元，其使用由对象执行的动作和图像的观察值作为学习数据;学习包括作为图像的背景的模型的背景模型的分离学习模型; 以及一个或多个前景模型，其是可以在背景上移动的图像的前景的模型，其中背景模型包括指示背景的外观的背景外观模型，以及至少一个背景模型一个或多个前景模型包括转移概率，对于每个动作，通过由对应于前景的对象执行的动作来转换对应于背景上的前景的位置的状态，以及前景外观模型指示前景的外观。

3. 发明申请

US20100010948A1 Learning Device, Learning Method, and Program 失效
标题翻译：学习设备，学习方法和程序
公开(公告)号：US20100010948A1
公开(公告)日：2010-01-14
申请号：US12498718
申请日：2009-07-07
申请人： Masato ITO , Kazumi AOYAMA , Kuniaki NODA
发明人： Masato ITO , Kazumi AOYAMA , Kuniaki NODA
IPC分类号： G06F15/18
CPC分类号： G06N3/0454 , G06N3/08
摘要： A learning device includes: a plurality of learning modules, each of which performs update learning to update a plurality of model parameters of a pattern learning model that learns a pattern using input data; model parameter sharing means for causing two or more learning modules from among the plurality of learning modules to share the model parameters; and sharing strength updating means for updating sharing strengths between the learning modules so as to minimize learning errors when the plurality of model parameters are updated by the update learning.
摘要翻译：学习装置包括：多个学习模块，每个学习模块执行更新学习以更新使用输入数据学习模式的模式学习模型的多个模型参数; 模型参数共享装置，用于使所述多个学习模块中的两个或更多学习模块共享所述模型参数; 以及共享强度更新装置，用于更新所述学习模块之间的共享强度，以便当所述更新学习更新所述多个模型参数时，最小化学习错误。

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