METHOD AND UNIT FOR RADIO RESOURCE MANAGEMENT USING REINFORCEMENT LEARNING

    公开(公告)号:US20190239238A1

    公开(公告)日:2019-08-01

    申请号:US16382227

    申请日:2019-04-12

    CPC classification number: H04W72/085 H04W24/08 H04W28/16 H04W72/04

    Abstract: Agent node (210, 500) and method (600) therein, for configuring a radio resource parameter of a radio cell (215) of a communication system (200). The agent node (210, 500) is configured to obtain a control policy (430); determine a feature representing a state of at least a part of the communication system (200), at a first time period; determine a control action to be performed for control in the radio cell (215) at the first time period, out of a set of available control actions associated with the radio cell (215), based on the obtained control policy (430) and the determined at least one feature; and configure an instruction of the radio cell (215) based on the determined control action.Also, a corresponding trainer node (400) and method (800) for providing the agent node (210, 500) with the control policy (430), based on received parameters is disclosed.

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