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    • 1. 发明申请
    • METHOD AND UNIT FOR RADIO RESOURCE MANAGEMENT USING REINFORCEMENT LEARNING
    • 使用增强学习的无线电资源管理方法和单元
    • WO2018068857A1
    • 2018-04-19
    • PCT/EP2016/074617
    • 2016-10-13
    • HUAWEI TECHNOLOGIES CO., LTD.CALABRESE, Francesco Davide
    • CALABRESE, Francesco DavideSOLDATI, PabloPETERS, GunnarGHADIMI, Euhanna
    • H04W24/08H04W28/16H04W72/04
    • 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.
    • 其中代理节点(210,500)和方法(600)用于配置通信系统(200)的无线电小区(215)的无线电资源参数。 代理节点(210,500)被配置为获得控制策略(430); 在第一时间段确定表示通信系统(200)的至少一部分的状态的特征; 基于所获得的控制策略(430)和所述控制策略(430)确定在与所述无线电小区(215)相关联的一组可用控制动作之中的,在所述第一时间段处针对所述无线电小区 确定至少一个特征; 并且基于所确定的控制动作来配置无线电小区(215)的指令。 而且,公开了用于基于接收到的参数向代理节点(210,500)提供控制策略(430)的对应训练员节点(400)和方法(800)。
    • 2. 发明申请
    • METHOD AND DEVICE IN A WIRELESS COMMUNICATION NETWORK FOR DOWNLINK POWER CONTROL
    • 用于下行链路功率控制的无线通信网络中的方法和设备
    • WO2018068858A1
    • 2018-04-19
    • PCT/EP2016/074618
    • 2016-10-13
    • HUAWEI TECHNOLOGIES CO., LTD.GHADIMI, Euhanna
    • GHADIMI, EuhannaCALABRESE, Francesco DavideSOLDATI, Pablo
    • H04W52/14H04W52/28
    • H04W52/143H04W52/28H04W52/281
    • Agent node (210, 500) and method (600) therein, for downlink power control of a radio cell (215) of a communication system (200). The agent node (210, 500) is configured to obtain a power 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 power control action to be performed for downlink power control in the radio cell (215) at the first time period, out of a set of available power control actions associated with the radio cell (215), based on the obtained power control policy (430) and the determined at least one feature; and configure a downlink transmission power instruction of the radio cell (215) based on the determined power control action. Also, a corresponding trainer node (400) and method (800) for providing the agent node (210, 500) with the power control policy (430), based on received parameters is disclosed.
    • 其中用于通信系统(200)的无线电小区(215)的下行链路功率控制的代理节点(210,500)和方法(600)。 代理节点(210,500)被配置为获得功率控制策略(430); 在第一时间段确定表示通信系统(200)的至少一部分的状态的特征; 基于所获得的功率控制策略(215),确定要在无线电小区(215)中在与无线电小区(215)相关联的一组可用功率控制动作中的第一时间段处执行下行链路功率控制的功率控制动作 (430)和所确定的至少一个特征; 并且基于所确定的功率控制动作来配置无线电小区(215)的下行链路发射功率指令。 而且,公开了用于基于接收到的参数向代理节点(210,500)提供功率控制策略(430)的对应训练器节点(400)和方法(800)。