I will commence my Ph.D. studies in the Khoury College of Computer Science at Northeastern University in 2024 Fall. My advisor is Christopher Amato. Previously, I was a master in Computer Science and Data Science at Columbia University working with Sharon Di and Gail Kaiser. I got my bachelor degree in Software Engineering from Sun Yat-sen University, where I was advised by Wuhui Chen. My research interests include artificial intelligence, multi-agent system, game theory and machine learning.
My research focuses on developing data-driven decision-making methods for multi-agent systems (robots, vehicles, and humans). For this purpose, my research aims at: (1) developing decentralized multi-agent reinforcement learning theory and algorithms to empower its downstream applications; (2) modeling societal-scale multi-agent system dynamics using game theory approaches, and providing high-quality and scalable solutions accordingly. My research has board applications in various real-world scenarios, including intelligent transportation systems and multi-robot navigation.
Shuo Liu, Xu Chen, Sharon Di,
in Mathematics, 2024.
 
 
Xu Chen, Shuo Liu, Sharon Di,
in 26th European Conference on Artificial Intelligence.
 
 
 
Xu Chen, Shuo Liu, Sharon Di,
in 22nd International Conference on Autonomous Agents and Multiagent Systems.
 
 
 
Shuo Liu*, Yunhao Wang*, Xu Chen, Yongjie Fu, Sharon Di,
in 25th IEEE International Conference on Intelligent Transportation Systems.