ABOUT ME
I'm a Ph.D. student at Khoury College of Computer Sciences. I'm doing studies in AI and Reinforcement Learning. My research interesting is to solve combinatorial problems through self-play AI algorithms. In my recent work, we turn combinatorial optimization problems into two-player games through Zermelo Game (a predicate-logic based semantic game). Then we apply neural MCTS on such games to learn optimal strategies, which maps back to the optimal solution of the original problems. Our work has been accepted as an extended abstract in AAMAS'19 and published in the 2020 KER journal.
EDUCATION
RESEARCH INTERESTS
Neural Monte Carlo Tree Search
2013 - 2016
Northeastern University
Master of Computer Science.
Reinforcement Learning
Machine Learning and Deep Learning
Logic Games and Combinatorial Problems
2016 - 2022
Northeastern University
Ph.D. of Computer Science.