Dr. Alexandre Bayen

Biography

Alexandre M. Bayen is the Liao-Cho Innovation Endowed Chair Professor at the University of California, Berkeley, specializing in Civil and Environmental Engineering, as well as Electrical Engineering and Computer Science. His research primarily focuses on modeling control of distributed parameter systems and the optimization of large-scale infrastructure systems. Bayen's work encompasses control systems modeled by partial differential equations, combinatorial optimization, viability theory, and optimal control. He has published over 200 articles in peer-reviewed journals and conferences and has authored several books. His significant contributions have been recognized with awards such as the Ballhaus Award from Stanford University in 2004 and the CAREER award from the National Science Foundation in 2009. His innovative research has also garnered him a place among NASA's Top 10 Innovators in Water Sustainability in 2010. Bayen's current interests lie in applying machine learning techniques to solve complex problems in mobile robotics and transportation, using methods including game theory and deep reinforcement learning. His extensive background in aeronautics and applied mathematics underpins his research in improving transportation systems to enhance mobility and efficiency.

Research Interests