Network resource scheduling method and system based on deep reinforcement learning

The invention belongs to the technical field of wireless communication, and discloses a network resource scheduling method and system based on deep reinforcement learning. In the network resource scheduling system based on deep reinforcement learning, a man-machine interaction display platform is connected with an intelligent control platform, and the intelligent control platform is connected with a communication module, and the communication module is connected with the data transmission medium; the data transmission medium is a wired or wireless communication channel, and the intelligent control platform schedules communication bandwidths of different network data stream transmission tasks based on a deep reinforcement learning algorithm and controls the whole system to perform data transceiving. According to the invention, the deep reinforcement learning algorithm is embedded in the intelligent control platform, so that different resource scheduling algorithms can be realized more flexibly and conveniently