Parameter selection for network communication links using reinforcement learning

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 11234141
APP PUB NO 20200382971A1
SERIAL NO

16998102

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Abstract

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The disclosure provides a method of operating a communication network. The method includes receiving input data related to a state of the communication network and determining an implementation policy for the communication network based on the input data. The implementation policy is a set of features for forming one or more communication links in the communication network over a time interval. The one or more communication links includes at least one communication link between a terrestrial terminal and a high-altitude platform terminal. Determining the implementation policy is based at least in part on utility values of previous policies. The utility values of previous policies are derived using simulation and/or real-world implementation of the previous policies. The communication network is then operated to implement the implementation policy in the time interval.

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Patent Owner(s)

  • SOFTBANK CORP.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Ananth, Sharath Cupertino, US 61 176
Zhang, Jin Mountain View, US 349 1934

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