Recently, my research interests are primarily in deep reinforcement learning (DRL) and its applications to solve real-world problems or accelerate scientific discovery in other disciplines. More specific research topics are listed as follows:

  • Overcoming Exploration Difficulities in the Sparse Reward Environments
  • Improving Generalisation Ability of DRL Agents
  • Interpretability of DRL Agents
  • Offline DRL
  • Language Conditioned Reinforcement Learning
  • 3D Structure Tracking in Medical/Microscopy Images by using DRL

In the future, I will add more details about my research on this page.