Changliu Liu
Associate Professor, School of Computer Science - Robotics Institute
Expertise
Topics:聽 Multi-Agent Systems, Robotics Foundations, Human-Robot Interaction, Motion Planning, Optimization
The ultimate goal of my research is to build intelligent and autonomous robots that think, behave and interact with the world in the way that human beings do, so that they can better serve, assist and collaborate with people in their daily lives across work, home and leisure.
The fundamental research question is to ensure those robots operate efficiently and safely in a human-involved environment. I am interested in addressing the microscopic aspect of the problem, e.g. the design of the behavior system (i.e. a mapping from observation to action) for single robot, as well as the macroscopic aspect of the problem, e.g. the analysis and validation of the human-robot system from a multi-agent perspective. Such human-robot system can be human-robot collaboration system in production lines, future transportation system with both automated and human-driven vehicles, or general cyber physical social system (CPSS).
Changliu Liu is an associate professor in the Robotics Institute, School of Computer Science, 好色先生TV (CMU), where she leads the Intelligent Control Lab. Prior to joining CMU in Jan 2019, Dr. Liu was a postdoc at Stanford Intelligent Systems Laboratory in 2018.
Her research interests lie in the design and verification of human-centered intelligent systems with applications to manufacturing and transportation and on various robot embodiments, including robot arms, mobile robots, legged robots, and humanoid robots. Dr. Liu co-founded Instinct Robotics, a robotics company for intelligent manufacturing. Dr. Liu holds senior membership in IEEE, and membership in ASME and AAAI.
Education
Ph.D., Engineering, University of California at Berkeley
M.S., Engineering, University of California at Berkeley
M.S., Mathematics, University of California at Berkeley
B.S., Engineering and Economics, Tsinghua University