James Arambam

Research Scientist (Fellow),
Department of Computer Science,
National University of Singapore,
Email : jamesa@nus.edu.sg

About Me

I am currently a Research Scientist (Fellow) at Department of Computer Science, National University of Singapore, working with Prof. Harold Soh.

I completed my PhD in Computer Science in July 2021 from School of Computing and Information Systems, Singapore Management University. I was advised by Prof. Akshat Kumar and Prof. Hoong Chuin Lau

Research Interests

Learning and Planning - Reinforcement learning(RL), Multiagent-RL, Probabilistic inference, Mathematical optimization.

News

  • 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, Approximate Difference Rewards for Scalable Multiagent Reinforcement Learning (Extended Abstract) is accepted in International Conference on Autonomous Agents and MultiAgent Systems (AAMAS-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)