Documents developments in multi-robot systems research. This volume is the result of the Third International workshop on Multi-Robot Systems that was held in March 2005 at the Naval Research Laboratory in Washington, DC. It represents the contributions of the top researchers in this field and serves as a useful tool for professionals.