Constitutes the refereed post-conference proceedings of the International Conference on Agents & Artificial Intelligence, ICAART 2009, held in Porto, Portugal, in January 2009. This title presents the 21 revised full papers together with one invited paper that were reviewed & selected from 161 papers.