Interactive communication is the main method to realize cooperation in multi-agent systems. In this paper, from the semantic perspective, the authors investigate the interactive communication procedure of multi-agent systems and incorporate the BDI (belief, desire, intention) model, the agent's mental state mode, into the interactive communication procedure. They present a model concerning the interactive strategy, which supports a variety of arranging interaction on basic interactive action to solve the conflicts of desires or intentions among agents. Compared with former other researches, such as negotiation through argumentation method, this strategy model can realize the flexible interactive communication based on different scenarios, and it is more practical.