Research Scientist (Fellow),
Department of Computer Science,
National University of Singapore,
Email : email@example.com
I am currently a Research Scientist (Fellow) at Department of Computer Science, National University of Singapore, working with Prof. Harold Soh.
Learning and Planning - Reinforcement learning(RL), Multiagent-RL, Probabilistic inference, Mathematical optimization.
- Our paper, Constrained Multiagent Reinforcement Learning for Large Agent Population. is accepted in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-2022).
- Our paper, Trajectory Optimization for Safe Navigation in Maritime Traffic Using Historical Data is accepted in International Conference on Principles and Practice of Constraint Programming (CP-2022, Machine Learning Track).
- Our paper, Learning and Exploiting Shaped Reward Models for Large Scale Multiagent RL is accepted in International Conference on Automated Planning and Scheduling (ICAPS-2021).
- Our paper, Ship-Gan: Generative Modeling Based Maritime Traffic Simulator (Demo paper) is accepted in International Conference on Autonomous Agents and MultiAgent Systems (AAMAS-2021). (Best Demo Award)