This book constitutes the thoroughly refereed post-proceedings of the two International Workshops on Agent Communication, AC 2005 and AC 2006, held in Utrecht, Netherlands in July 2005, and in Hakodate, Japan in May 2006 as associated events of AAMAS 2005/2006, the main international conference on autonomous agents and multi-agent systems...