James Arambam

Research Scientist,
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.

Research Interests

Artificial intelligence and machine learning - reinforcement learning, probabilistic inference, graphical models, 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)