The invention provides a network control strategy generation method, comprising the steps of obtaining network state data; estimating network state information according to the network state data and predicting the state information of a network at a next moment according to the network state information; receiving data stream currently entering the network and preprocessing the data stream to obtain a data stream preprocessing result; generating a control action through application of a current network control strategy according to the network state information, the state information of the network at the next moment and the data stream preprocessing result; controlling the network according to the control action and obtaining the feedback information of the network controlled by the control action; and carrying out real-time adjustment on the current network control strategy according to the feedback information, thereby obtaining the network control strategy at the next moment. The network control efficiency is improved by adjusting the network control strategy self-adaptively in real time.