My main research interest in Artificial Intelligence and in particular Multi-agent systems. I focus on understanding how we can best create intelligent agents that can interact proficiently with people. We study both cooperative and conflicting scenarios. I consider modeling human behavior and predicting their decisions to be necessary for facing these challenges, as well as the development of formal models for the agent’s decision-making. Thus, my research studies build on methods and algorithms from Machine Learning, Decision Theory and Game Theory, non-classical logic, optimization under uncertainty and psychology.
My application domains have included physical security, intelligent cars, human training, recommendation systems, automated negotiations and mediation, virtual humans and rehabilitation.