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Ph.D. Student

Lab for Learning and Planning in Robotics
Khoury College of Computer Sciences
Northeastern University

Room 760, 815 Columbus Ave
Boston, MA, 02120
liu [dot] shuo2 [at] northeastern [dot] edu

         

Short Bio

I am currently a Ph.D. student at the Khoury College of Computer Sciences at Northeastern University, advised by Christopher Amato. Previously, I got my Master’s in Computer Science and Data Science from Columbia University, where I worked with Sharon Di. I completed my undergraduate at Sun Yat-sen University.

My research lies in Multi-Agent Reinforcement Learning, specifically: (1) to advance theory and methods for decentralized decision-making in partially observable domains, and (2) to develop game-theoretic frameworks for multi-agent planning in societal-scale systems.

Keywords: Multi-Agent Reinforcement Learning; Deep Reinforcement Learning; Game Theory.

Education

Selected Papers

Teaching Experience