This talk will introduce some of the recent researches in Future Transport Research Centre at Tsinghua University. It covers the following 4 areas: 1) Urban traffic emission pollution control with on-line traffic management strategy; 2) The driving behaviour recognition using Big Data technologies; 3) Simulation system for autonomous driving; and 4) AlphaGo and the future urban traffic control.