I completed my Ph.D. in Computer Science in August 2023 at the School of Computing and Information Systems, Singapore Management University. I was supervised by Prof. Akshat Kumar (http://www.mysmu.edu/faculty/akshatkumar/).

Research Interests

Multi-agent systems, reinforcement learning.

Email: jjling.2018@smu.edu.sg

News

• Our paper titled FlowPG: Action-constrained Policy Gradient with Normalizing Flows has been accepted for publication at the The 37th Conference on Neural Information Processing Systems (NeurIPS 2023), to be held in New Orleans, the USA.
• I obtained my Doctor of Philosophy degree in Computer Science from Singapore Management University! Cheers!
• Our paper titled Knowledge Compilation for Constrained Combinatorial Action Spaces in Reinforcement Learning has been accepted for publication at the The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), to be held in London, the UK!
• Our paper titled Constrained Multiagent Reinforcement Learning for Large Agent Population has been accepted for publication at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD), 2022, to be held in Grenoble, France!
• I am awarded the SMU Presidential Doctoral Fellowship (2021-20222) for outstanding research, thanks to SMU!
• Our paper titled Knowledge Compilation with Reinforcement Learning for Routes has been accepted for publication at the 31st International Conference on Automated Planning and Scheduling (ICAPS), 2021, to be held in Sun Yat-Sen University, Guangzhou, China!