Abstract: The construction mode for talent training of artificial intelligence is still in the stage of theoretical reference due to the lack of unified understanding and a guidance framework of integrated design. To this end, a four-layer model for talent training of artificial intelligence with deep integration of multiple agents is proposed. The function of each layer is analyzed, and the operating mechanism of the model is clarified. As a result, the deep integration between each subject of the main layers and the deep integration between each chain of the activity layer are realized.