My research has the goal to build robust intelligent systems that interact with the world. Currently, I am mainly interested in using reinforcement learning (RL) to achieve complex goals in the real world. RL has been successfully applied to situations with narrow and well-defined goals, such as in video games; but this is generally not given in the real world. To address this, I am interested in how RL systems can learn about complex goals from human feedback.
