Abstract. Cooperative, autonomous and distributed properties of multiagent systems deduce the dynamic capabilities of multi-agent system applications. On the other hand, these suitable features increase the error proneness of these applications. In this paper, we propose an exception handling approach to make multi-agent system applications more reliable and robust. And also we classify the multi-agent exceptions and implement these levels with our approach on SEAGENT goal-oriented multi-agent development framework1 .