Argumentation provides tools for designing, implementing and analyzing sophisticated forms of interaction among rational agents. This book constitutes the refereed post-proceedings of the Third International Workshop on Argumentation in Multi-Agent Systems held in Hakodate, Japan, as an associated event of AAMAS 2006.