His research consists of both algorithmic development and applications of machine learning. On the applied side he is working on problems in robotics and assistive tech. On the algorithmic development side he has been working to combine features from both multi-task and transfer learning. In his talk Paul will present his paper "ELLA: an Efficient Lifelong Learning Algorithm". He will also discuss several extensions to the algorithm that he and his collaborators have developed.