The multi-agent model of emergency evacuation process in case of limited space conditions is offered. A distinctive feature of the proposed model is the systematic consideration of physical interactions between agents and their reasonable behavior in conditions of evacuation from premises of a complex configuration. The model allows to investigate the state and behavior of people in emergency and determine the time of their evacuation. The proposed model can be used as a basis for determining ways and developing plans for evacuation from premises in emergency situations.