His research interests include deep learning (with applications to machine translation, healthcare, speech synthesis and recognition, music understanding and composition), reinforcement learning (with applications to games and real-world problems), game theory and multi-agent systems (with applications to cloud computing, online and mobile advertising), and information retrieval and computational advertising. Most recently, he focuses on AI for science, especially molecular modeling and design, drug discovery and design, biochemistry, etc.