The overall aim of our research at the AISys lab is to build the foundations that enable us to synthesize truly autonomous systems. To that end, we create novel algorithmic and theoretically principled methods grounded in mathematics that will allow us to learn concepts and policies via appropriate representations that enable systems to act rationally and transfer their knowledge and experience across different tasks and environments. 

AISys Core Research Areas