Proceedings of the Adaptive and Learning Agents Workshop at AAMAS 2010 May 10, 2010 Toronto, Canada Editors Marek Grze´s and Matthew E. Taylor In conjunction with the Ninth International Conference on Autonomous Agents and Multiagent Systems, AAMAS-10