Patent ID: 11863399
Assignee: NEC CORPORATION
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. A system comprising:
one or more apparatuses each including a memory storing instructions and one or more processors configured to execute the instructions, wherein
the one or more apparatuses are configured to:
obtain work-related information related to human work in network operation;
train a machine learning based controller for controlling communication in a communication network, based on the work-related information;
select the machine learning based controller when the communication network is congested over a certain level; and
select a reinforcement learning based controller configured to control communication in the communication network when the communication network is not congested over the certain level, and

the reinforcement learning is learning what kind of action realizes a greatest reward according to a state of the communication network.