Multi-model controller

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United States of America Patent

PATENT NO 11170293
APP PUB NO 20170193360A1
SERIAL NO

14985017

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Abstract

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A processing unit can operate a first recurrent computational model (RCM) to provide first state information and a predicted result value. The processing unit can operating a first network computational model (NCM) to provide respective expectation values of a plurality of actions based at least in part on the first state information. The processing unit can provide an indication of at least one of the plurality of actions, and receive a reference result value, e.g., via a communications interface. The processing unit can train the first RCM based at least in part on the predicted result value and the reference result value to provide a second RCM, and can train the first NCM based at least in part on the first state information and the at least one of the plurality of actions to provide a second NCM.

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Patent Owner(s)

  • MICROSOFT TECHNOLOGY LICENSING, LLC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Jianshu Redmond, US 10 190
Deng, Li Redmond, US 178 5371
Gao, Jianfeng Woodinville, US 140 5095
He, Ji Nanjing, CN 13 67
He, Xiaodong Sammamish, US 66 2051
Li, Lihong Redmond, US 30 378
Li, Xiujun Tianjin, CN 30 336
Singh, Prabhdeep Newcastle, US 59 703

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