Dr Paulo Rauber
Queen Mary University of London.
Paulo Rauber is a lecturer in artificial intelligence at Queen Mary University of London. He holds a joint PhD degree in computer science from the University of Campinas and the University of Groningen, which he obtained for his work on the intersection between machine learning, image analysis, and information visualization. Before becoming a lecturer, he was a postdoctoral researcher in reinforcement learning at the Swiss AI Lab under the supervision of Jürgen Schmidhuber.
Paulo is particularly interested in studying three major challenges that must be addressed efficiently by reinforcement learning agents: learning state representations under partial observability; exploring systematically; and planning under uncertainty.