Based on the analysis of the relationship between innovation behavior of emerging technology enterprises, the game model of multi-agent innovation behavior in the network is constructed. Further, numerical simulations are carried out to test the innovation behavior of enterprises under the condition of initial cost asymmetry, asymmetric learning willingness and knowledge transfer efficiency. The study found that core enterprises with lower initial cost and higher priority have higher R&D investment and profit;the difference between initial cost difference and innovative learning will have posi...