In this paper, three mechanisms for task allocation among police force agents in the rescue simulation environment are presented. Three different approaches namely full auction-based, partitioning-based and hybrid approaches are briefly described. The empirical results of using the hybrid approach show a significant improvement in performance over the other two approaches. By using the hybrid mechanism for the police forces, our agents together with other types agents ranked third in the RoboCupRescue 2004 simulation competitions.