Contains papers presented at the Workshop on Emergent Intelligence of Networked Agents (WEIN 06) at the Fifth International Joint Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2006), May 8-12, 2006 at Future University, Hakodate Japan.